eChapters

Introduction
The sun is the primary source of energy for all life on Earth. The primary energy source for the majority of ecosystems is limited to this one. Photosynthesis is performed by green plants, certain types of algae, and microorganisms. They utilize solar energy to fuel chemical reactions that combine basic inorganic components to create intricate organic chemicals. Elements undergo a cyclical process as they move through the different compartments of an ecosystem.
Photosynthesis is the process by which solar energy is captured and transformed into food in the form of chemical energy. Food comprises fundamental elements such as carbon, hydrogen, nitrogen, and other necessary elements, along with stored energy. The components present in the food undergo recycling. The flow of energy and nutrients begins with the producers, then moves to the consumers, and ultimately returns to the producers through the activity of decomposers. Energy, in contrast to materials, is not subject to recycling. Food traverses the food web, resulting in energy dissipation. Typically, just a mere 10% of the energy accumulated in a certain trophic
level, such as the producers, is effectively passed on to the subsequent trophic level, such as the herbivores. This is referred to as the energy pyramid. Ultimately, the energy available in the trophic level becomes so depleted that it cannot sustain any higher trophic levels. Consequently, the presence of fourth order consumers in any ecosystem is extremely rare.
The biotic component, often known as the life component of the environment, encompasses a diverse array of plants, animals, and bacteria, which form interconnected communities.

Introduction
In the global perspective, water contamination is a significant issue. Every day, it is the cause of almost 14,000 deaths. The most valuable natural resource on Earth is water, which makes up more than 70% of its surface.
Definitions
• The term “water pollution” refers to the contamination of water bodies by human activity, which can be detrimental to the plants and organisms that call thesem bodies of water home. It can be characterized as any alteration in the quality of water brought about by human activity that makes it less suitable for any of its positive uses, actual or potential. Excess of any substance or heat that could endanger people, animals, or aquatic lifeMan’s actions alter the quality or composition of water, either directly or indirectly, making it unfit for any purpose.
Sources of Water Pollution
• Point source pollution, which is defined as pollution having a distinct source and point of entry into the water, making it easy to identify. It describes impurities that find their way into a waterway by a covert channel, like a ditch or pipe. For instance, contaminants include metals and organics in municipal and industrial discharge pipelines.

Introduction
Historian “Donald Worster” tells us that fertilizers are not a replacement for rich soil. The soil is a resource for which there is no substitute. Time and climate have an impact on how soils develop as well. In humid and warm climates, soils develop more
quickly than in excessively dry or cold regions. In 15 years, under perfect temperature circumstances, soft parent material may develop into 1 centimeter of soil. It could take hundreds of years for a hard parent material to turn into soil in unfavorable climate conditions.
Definition
The land’s thin layer of soil is made up of a combination of minerals, organic matter, living things, air, and water that work together to support the growth of plants. The source material’s transformation into soil was influenced by a number of elements.
The accumulation of persistent poisonous compounds, chemicals, salts, radioactive elements, or disease-causing agents in soil that negatively impacts plant growth and animal health is known as soil pollution.

Introduction
The term “noise” originates from the Latin word “nausia.” There are negative repercussions of noise pollution on our bodies and minds. In general, the amount of noise and the length of exposure determine how much noise pollution there is. These
days, noise is a constant in our lives due to the advancements in industry, technology, and machinery.
Definition
Unwanted sound released into the atmosphere that poses a health risk is referred to as noise pollution.
The term “unwanted or unpleasant sound that causes discomfort” refers to nose pollution.
Another definition of noise pollution is “wrong sound, in wrong place at wrong time.”
Distinction Between Noise Pollution and Sound Pollution:
Sound is defined as the lowest level of 50 dB that is pleasant to listen to. Noise pollution is defined as any sound that is louder than 95 dB and bothersome to listen to.
Sources of Noise Pollution
1. Factories and industries, community and religious activities, and modes of transportation (air, train, and road) are the primary sources of noise pollution.
2. In metropolitan regions, automobiles, factories, industries, railroads, and airplanes are the main man-made sources.

Introduction
Human activity on the environment is the root cause of many environmental issues. The standard of the environment we live in must be each of our own concerns. The quality of our surroundings can be enhanced or degraded by our individual actions. As a result, people must feel obligated to preserve the environment by leading ethical and ecologically conscious lives.
Conservation
best possible use of human, environmental, and cultural resources in national development programs. The Latin terms “servare” (keep watch) and “con” (together) denote this.
Conservation Goals
1. Preservation of the environment’s quality.
2. Assure a steady supply of valuable material. Role of Individuals in Conserving Resources
The Diversity of Life
1. Gain an appreciation for all living things.
2. Make regular efforts to plant trees.
3. Cut back on the amount of wood and paper goods you use, recycle paper goods, and purchase recycled goods.

Introduction
A natural disaster refers to a significant and harmful occurrence caused by the Earth’s natural processes. Examples of natural disasters include floods, storms, tornadoes, volcanic eruptions, earthquakes, tsunamis, and other geologic phenomena. A natural calamity can result in fatalities or destruction of property, and usually leads to economic harm, the extent of which is determined by the afflicted population’sability to bounce back and the availability of infrastructure.
Categories of Natural Disasters/ Catastrophes
Floods
A flood is the result of water overflowing and covering land. According to the EU Floods Directive, a flood is defined as the temporary  inundation of territory that istypically not submerged in water. Flooding can occur when the amount of water in ariver or lake exceeds its  capacity, causing the water to overflow and breach its normal borders. The size of a lake or other body of water may alter due to seasonal variations in precipitation and snow melt. However, it is not considered a substantial flood unlessthe water submerges land that is utilized by humans, such as villages, cities, populated areas, highways, and farms.

Introduction
The rapid advancement of information technology in recent years has led to an explosion in the awareness of environmental concerns and issues pertaining to human health. UNEP created UNEP net, the green global Internet, as well as the satellite communication system.
Information technology is necessary for environmental management.
The general population, especially in developing nations, and decision- and policymakers still have limited or no access to this information in a readily comprehensible format. Politicians and the general public have not yet been able to personally experience the effects of ozone layer depletion, climate change, or biodiversity loss. These are all new challenges, and scientists strongly advise taking more immediate action than legislators are able to. Thus, it is more crucial than ever to close the knowledge gap between scientists and decision-makers in order to formulate environmental policy.
UNEP created the Global Resource Information Database in 1985 in an effort to close this information gap and give the world’s population access to current, trustworthy environmental data. Telecommunications and geographic information technology were used as strategic tools to do this, with the former being used for information exchange and analysis and the latter for information distribution.

Animal nutrition involves providing balanced diets to farm animals to maintain their health, support growth, facilitate reproduction, and ensure high productivity. In the context of natural farming, this discipline emphasizes the useof local, naturally available feed resources, steering clear  of synthetic or commercial formulations. A sound understanding of basic nutrition and digestive physiology is crucial for creating sustainable and effective feeding strategies.
Farm animals need six fundamental nutrient groups: water, carbohydrates, proteins, fats, vitamins, and minerals. Each plays a vital role—whether in producing energy, repairing tissues, maintaining immunity, or supporting reproductive and lactation processes. Nutritional needs are influenced by species, age, physiological status (such as growth, pregnancy, or milk production), and the animal’s activity level.
Animals vary in digestive anatomy, which affects how they process feed. Ruminants—including cattle, buffalo, sheep, and goats—have a four-part stomach (rumen, reticulum, omasum, and abomasum) that enables them to digest fibrous plant matter efficiently through microbial fermentation. In the rumen, microbes break down cellulose and produce volatile fatty acids (VFAs), which serve as a primary energy source.
On the other hand, monogastric animals like pigs and poultry have a single-chambered stomach. They depend more heavily on readily digestible carbohydrates and proteins, making grains and high-protein plants ideal for their diets. Recognizing these physiological distinctions allows farmers to select feed resources appropriately—roughages and crop residues for ruminants, and concentrated energy and protein sources for monogastrics.
In natural farming systems, nutrition is supplied through a diverse mix of green fodder, leguminous leaves, tree foliage, crop by-products, and fermented inputs like Jeevamrit. These methods maintain animal health and productivity without resorting to synthetic additives, antibiotics, or hormones.

In natural farming systems, preserving and storing animal feed is a crucial part of feed management, especially where fodder availability changes with theseasons. These methods help farmers retain the nutritional value of feed, prevent spoilage, and ensure a steady supply throughout the year without using synthetic preservatives or commercial storage solutions. Given the seasonal nature of fodder production—particularly in rainfed and smallholder regions—it is essential to store surplus biomass from abundant months for use during leaner periods.
Natural preservation emphasizes traditional, low-cost, and eco-friendly techniques adapted to local climate and resources. These practices not only reduce wastage and nutrient loss but also help farmers remain less reliant on marketpurchased feed, supporting sustainable and resilient livestock feeding.

In natural farming systems, maintaining high-quality livestock feed is essential for safeguarding animal health, sustaining productivity, and ensuring food safety. Since these systems prioritize the use of non-chemical, farm-sourced inputs, the responsibility for ensuring feed quality lies directly with the farmer rather than industrial monitoring systems. High-quality feed should be fresh, nutritionally adequate, contaminant-free, and palatable to animals. A visual inspection is typically the first method of assessment—looking for signs like mold, discoloration, unusual odors, or insect presence. Green fodder should retain its vibrant color and characteristic smell, while dry fodder and grains must be crisp,clean, and free from fungal growth. Poor-quality or improperly stored feed can compromise animal health, leading to digestive problems or weakened immunity.
In natural feed management, monitoring animal responses offers crucial insights into feed effectiveness. Changes in appetite, body weight, milk output, behavior, or stool consistency often reflect the nutritional adequacy of the feed. Healthy signs such as glossy coats, bright eyes, and alertness signal good nutrition, while reduced performance or dull appearance may suggest deficiencies. Simple on-farm tests—such as floating grains in water or checking silage by smell—can serve as practical, low-cost quality checks in the absence of lab facilities.

Feeding standards are vital guidelines that specify the necessary nutrient amounts for animals’ growth, health, and production. These standards have evolved since the nineteenth century and are classified into three types: comparative, digestible nutrient, and production value. They provide daily nutrient requirements or percentages of the diet, depending on the feeding method. Precise feeding uses daily requirements, while ad libitum feeding employs percentages.
A. Comparative type
1. Hay standard: In 1810, German scientist Thaer revolutionized the practice of animal feeding by introducing a standard for comparing different types of feed. This standard used meadow hay as the reference unit and considered it equivalent to 91 lbs. of clover hay, 200 lbs. of potatoes, or 625 lbs. of mangels. This allowed for a more accurate measurement and comparison of feed options, aiding farmers in their feeding decisions. Prior to this, feeding practices relied on practical experience due to limited knowledge of feed composition and animal needs. However, with Thaer’s new standard, farmers were able to make more informed choices when it came to providing proper nutrition for their animals. This marked an important advancement in the field of animal husbandry and laid the foundation for further research and understanding in the years to come.
2. Scandinavian “feed unit” standard: In 1884, Professor Fjord introduced the Scandinavian feeding standard, which focuses on the feed unit. One pound of common grains like corn, barley, or wheat is considered one unit, with other foods valued relative to this. The standard recommends one feed unit per 150 lbs. of body weight, with an additional unit for every three pounds of milk produced.

Dry matter intake (DMI) is crucial for animal performance, especially in cattle. It ensures that animals receive the necessary nutrients and energy for metabolic functions. Cattle have complex digestive systems with unique metabolic functions. Variations in feed intake are essential throughout the growth cycle to maintain a balance in response to metabolic and environmental challenges.
Limitations in feed intake can lead to nutrient deficiencies, impacting growth rates and overall profitability. Feed stress can also result in health issues and digestive disturbances.
Importance of Predicting Dry Matter Intake (DMI) in Cattle Using NRC Guidelines
Predicting Dry Matter Intake (DMI) in cattle is crucial for managing livestock health, productivity, and economic efficiency. The National Research Council (NRC) offers guidelines to estimate DMI, aiding producers in optimizing feeding strategies. Here’s why predicting DMI is essential:
1. Optimizing Nutrient Intake
• Meeting Nutritional Needs: Accurate DMI prediction ensures cattle receive sufficient energy, protein, vitamins, and minerals for maintenance, growth, lactation, or reproduction.
• Avoiding Deficiencies: Inadequate feed can result in poor health, reduced production, and reproductive issues.
• Preventing Overfeeding: Excessive intake can lead to health problems like acidosis, obesity, or metabolic disorders.
2. Improving Productivity

Clouds, those ever-present features of our sky, are more than just aesthetically pleasing; they are fundamental components of earth’s weather and climate systems. This chapter, “cloud formation and classification,” will embark on a journey to understand the fascinating processes that lead to their creation and the systematic ways in which they are categorized.
We will begin by exploring the essential ingredients for cloud formation: the presence of water vapor in the atmosphere, the availability of condensation or ice nuclei, and the crucial mechanism of air cooling. We will delve into how rising air parcels cool adiabatically, reaching saturation and allowing water vapor to condense or deposit into the myriad forms we recognize as clouds.
Following the understanding of their genesis, we will navigate the internationally recognized system of cloud classification. This system, primarily based on a cloud’s altitude, appearance, and the processes that formed it, provides a common language for meteorologists and observers worldwide. We will learn to identify the main cloud types – high, mid-level, low, and vertically developing – and their associated characteristics, from the wispy cirrus to the towering cumulonimbus.
Furthermore, we will touch upon the significance of different cloud types in indicating current weather conditions and forecasting future weather. The appearance and evolution of clouds can offer valuable clues about atmospheric stability, moisture content, and the likelihood of precipitation.
By the end of this chapter, you will gain a comprehensive understanding of how clouds form the diverse array of cloud types that grace our skies, and their importance in the broader context of atmospheric science. Let’s unlock the secrets held within these visible masses of water and ice suspended in our atmosphere.

Agriculture, the cultivation of plants and rearing of animals for food, fiber, and other products, is intrinsically linked to the Earth’s climate. Temperature, rainfall patterns, and atmospheric composition profoundly influence agricultural productivity and distribution. However, the stability of these climatic conditions is increasingly threatened by climate change, driven primarily by the escalating concentration of greenhouse gases in the atmosphere. This chapter delves into the multifaceted relationship between climate change and agriculture, exploring the ways in which altered climatic conditions affect agricultural practices, productivity, and sustainability. We will examine the impact of rising temperatures, shifting precipitation patterns, ,and increased frequency of extreme weather events on crop yields, livestock health, and overall agricultural output. Furthermore, the chapter will discuss the implications of these changes for global food security, economic stability,and the livelihoods of millions of people who depend on agriculture. Finally, we will explore strategies for mitigating the adverse effects of climate change on agriculture and enhancing the resilience of agricultural systems in the face of this unprecedented challenge.

Objectives
• Assists in retaining and recalling key information.
• Enhances focus and concentration during learning activities.
• Serves as a personalized summary of complex content.
• Provides an invaluable resource for exam preparation and academic success.
Note-Taking
Note-taking is the process of systematically recording important information from lectures, readings, or discussions to enhance understanding, memory retention, and future reference. It is a fundamental academic skill that not only aids comprehension but also fosters active engagement with the material.
Methods of Note-Taking
To cater to diverse learning preferences, several note-taking methods have been developed. Understanding these techniques enables learners to adopt the most effective strategy for their needs.

Objectives
• Understand the concept and structure of analogy-based questions.
• Recognize different types of analogies used in reasoning.
• Develop strategies to approach analogy questions effectively.
• Enhance critical thinking and problem-solving skills through practice.
Introduction
An analogy is a comparison between two things that highlights a relationship or similarity between them. Analogical reasoning is frequently used in verbal reasoning sections of competitive exams, as well as in day-to-day problemsolving.
In analogy-based questions, pairs of words are given, and the goal is to identifythe relationship between them and apply the same  relationship to another pair. Analogies test your ability to comprehend relationships, draw logical inferences, and think critically.
Structure of an Analogy Question
Typically, an analogy question follows this format:

Objectives
• Understand the concept of antecedents in grammar and their role in sentence structure.
• Identify different types of antecedents and their functions in sentences.
• Recognize how antecedents relate to pronouns and other grammatical elements.
• Learn how to use antecedents correctly to avoid ambiguity and improve clarity in writing.
• Analyze examples of antecedents in various contexts to enhance comprehension and application.
Introduction
In grammar, an antecedent is a word or phrase that a pronoun refers back to in a sentence.
Antecedents are usually nouns or noun phrases that provide clarity about which person, place, thing, or idea is being discussed. The correct use of antecedents ensures that sentences are clear and that pronouns have specific references.

Objectives
• Understand the concept and structure of analogy-based questions.
• Recognize different types of analogies used in reasoning.
• Develop strategies to approach analogy questions effectively.
• Enhance critical thinking and problem-solving skills through practice.
Introduction
An analogy is a comparison between two things that highlights a relationship or similarity between them. Analogical reasoning is frequently used in verbal reasoning sections of competitive exams, as well as in day-to-day problemsolving.
In analogy-based questions, pairs of words are given, and the goal is to identify the relationship between them and apply the same relationship to another pair. Analogies test your ability to comprehend relationships, draw logical inferences, and think critically.

Introduction
As global populations increase, so does the demand for high-quality seafood. Aquaculture has emerged as a vital solution, contributing significantly to global fish production and food security. However, traditional practices in fisheries nutrition, primarily reliant on fishmeal and fish oil, face substantial challenges. Overfishing, rising feed costs, and environmental concerns necessitate a shift towards more sustainable and innovative approaches in aquaculture nutrition. This chapter delves into the innovative methodologies and technologies shaping the future of fisheries nutrition, emphasizing sustainability, health, efficiency, and the optimization of nutritional strategies.

6.1. Concept of Utility
In the ordinary language, ‘utility’ means ‘usefulness’. In Economics, utility is defined as the power of a commodity or a service to satisfy a human want. Utility is a subjective or psychological concept. The same commodity or service gives different utilities to different people. For a vegetarian, mutton has no utility. Warm clothes have little utility for the people in hot countries. So utility is determined by the consumer and his need for the commodity.
Total Utility
Total Utility is denoted by the sum of utilities of all units of a commodity consumed. For example, if a consumer consumes ten biscuits, then the total utility is the sum of satisfaction of consuming all the ten biscuits.
Marginal Utility
Marginal Utility is the addition made to the total utility by consuming one more unit of a commodity. For example, if a consumer consumes 10 biscuits, the marginal utility of 10th unit is nothing but the total utility of 10 biscuits minus the total utility of 9 biscuits.
6.2. Law Of Diminishing Marginal Utility
The law of diminishing marginal utility explains an ordinary experience of a consumer. If a consumer takes more units of a commodity, the additional utility he derives from an extra unit of the commodity goes on falling. Thus, according to this law, the marginal utility decreases with the increase in the consumption of a commodity. When marginal utility decreases, the total utility increases at a diminishing rate.

11.1. Introduction
The input-output relationship is commonly referred to as the Classical Production Function.
The Classical Production Function is also known as the Law of Diminishing Returns or the Law of Increasing Costs.
It is sometimes termed the “Law of Life”, as it serves as a fundamental principle of economics upon which several other economic laws are based.
This law analyzes the relationship between a single variable factor and output while keeping all other factors constant.
It represents a short-run production function.
11.2. Definition
The Law of Increasing Cost states that the proportion of one factor in a combination of factors increases till a certain point but after that first the marginal product then the average product will diminish.
According to Marshall “An increase in capital and labour applied in the cultivation of land causes in general less than proportionate increase in the amount of produce raised, unless it happens to coincide with the improvements in the arts of agriculture”.
According to Earl O. Heady “If the quantity of one of productive service is increased by equal increments, with the quantity of other resource services held constant, the increments to total product may increase at first but will decrease after certain point”.

14.1. Meaning
Supply in agriculture refers to the availability of agricultural products, both raw and processed, for distribution to markets, consumers, or other industries. This includes crops, livestock, dairy products, fruits, vegetables, and other agricultural goods. “Supply is the amount of a commodity that sellers are able and willing to offer for sale at different price per unit of time”.
In the words of Meyer “Supply is a schedule of the amount of a good that would be offered for sale at all possible price at any period of time; e.g., a day, a week, and so on”.
14.2. Stock
Stock in agriculture refers to the quantity of inputs and resources available for farming, such as seeds, fertilizers, pesticides, machinery, and livestock. It encompasses all the assets and materials that a farmer or agricultural operation has on hand to support the production process.
“Stock is meant the total quantity of a commodity this exists in a market and can be offered for sale at a short notice”. 14.3. Stocks Vs Supply
• Supply may be defined as the active stock (actual quantity) which is made available for the consumers at the prevailing market prices.
• Supply is flow concept.
• Stock is the quantity of different commodities which are stored; they are made available to the consumer when there are favourable prices.

15.1. Meaning
While doing production of goods, the producer coordinates different factors of production i.e., land, labour, capital and management. In the process of distribution the returns obtained through the production activity are apportioned to these factors that are employed in the production process. Consequently land gets rent, labour gets wages and interest is paid to capital and finally organization is rewarded with profit. Such an apportionment of returns among different factors of production is called distribution. It is also called factor pricing.
15.1.2. Rent
Rent is the return for the fertility status of the land. In fact the land is defined in a broad sense. All the natural resources existing on the surface and beneath the surface of land like mines, rivers, etc., are also treated as land, from which rent is received. Some resources are publicly owned, while others are privately owned. Rent is almost zero for publicly owned resource because one cannot use it for one’s own purpose. These are meant for public welfare. Rent is expressed in two forms i.e., one is economic rent and the other is contract rent.
15.1.3. Economic Rent
Economic rent is the rent received exclusively from the use of land only. We use the term, exclusively because the rent of a building referred as the return obtained by the owner on the capital invested in the construction of building as well as the land. It is the return obtained from the combined values of both. In that case, it no longer qualifies as rent. In farming the rent paid by a tenant to the landlord is not economic rent.

Polymerase Chain Reaction (PCR) is a cutting-edge molecular technique widely utilized for the swift and accurate detection of fish pathogens, especially bacterial infections. By amplifying targeted DNA sequences from minimal sample quantities, PCR enables the identification of pathogens even at very low concentrations.
In India, PCR has become crucial to disease diagnostics in aquaculture, particularly as farming intensifies. It offers early detection of viral, bacterial, fungal, and parasitic infections, including subclinical cases. Given India’s vast range of aquaculture species and environmental conditions—from carp and catfish farming in West Bengal and Andhra Pradesh to shrimp and seabass cultivation in Tamil Nadu and Kerala—PCR diagnostics are increasingly adopted in research institutions, government labs, and commercial hatcheries.
PCR detects the genetic material of pathogens in fish tissues, blood, mucus, or even water and sediment samples. Its high sensitivity and specificity make it ideal for early-stage diagnosis and disease monitoring. Institutions like CIBA, CIFA, TNJFU, and KUFOS have incorporated PCR into their routine health assessments.
The process involves collecting tissue samples (such as gill, liver, or kidney), extracting DNA or RNA, and using pathogen-specific primers in a thermocycler to amplify the target sequence. DNA-based pathogens undergo direct DNA extraction, while RNA viruses require RT-PCR. The results are then analyzed through gel electrophoresis or real-time PCR.

As aquaculture expands rapidly across states like Andhra Pradesh, Tamil Nadu, Kerala, and West Bengal, the demand for accurate and timely disease detection methods has intensified. Enzyme-Linked Immunosorbent Assay (ELISA) and other serological tools have emerged as critical assets in pathogen surveillance and management in fish and shrimp farming systems.
ELISA, widely used in Indian diagnostics laboratories, enables the detection of pathogen-specific antigens or host antibodies with high sensitivity and throughput. Its capacity to analyze multiple samples simultaneously and deliver quantitative results makes it particularly suitable for large-scale disease monitoring. Both indirect and sandwich ELISA formats are employed, tailored to the diagnostic goal—whether it is detecting the pathogen itself or assessing the host’s immune response.
In indirect ELISA, fish serum samples are screened for antibodies against key pathogens. This format is instrumental in vaccine efficacy studies and epidemiological surveys. For instance, aquaculture centers in Kerala and Tamil Nadu use indirect ELISA to track immune responses to Aeromonas hydrophila and Koi Herpesvirus (KHV) in ornamental and carp species. On the other hand, sandwich ELISA is utilized for direct antigen detection in tissues and fluids, and is applied in shrimp hatcheries for diseases such as White Spot Syndrome Virus (WSSV) and Yellow Head Virus (YHV), supported by ICAR and MPEDA programs.
Other serological techniques also find relevance in Indian aquaculture. Agglutination assays, especially slide agglutination, offer rapid and cost-effective field diagnostics. These are applied in the detection of Edwardsiella tarda and Streptococcus iniae in tilapia and catfish. Latex agglutination further enhances rapid bacterial identification at the farm or lab level. Immunodiffusion techniques, such as Ouchterlony double diffusion, though less sensitive, are still used in resource-limited areas for detecting fungal pathogens like Ichthyophonus and Saprolegnia.

Seed rearing for exotic carps and catfish involves careful management of spawn (fertilized eggs) and larvae in nursery systems before they are transferred to grow-out ponds. This phase is essential to ensure the survival, health, and growth potential of the fish stock. Key factors in this process include maintaining optimal water quality, temperature, and the provision of appropriate food sources—either natural or supplemented. Proper stocking densities and regular monitoring play a vital role in ensuring success. The seed rearing of exotic carps such as Common Carp (Cyprinus carpio), Silver Carp (Hypophthalmichthys molitrix), and Grass Carp (Ctenopharyngodon idella), along with catfish like Magur (Clarias batrachus) and Pangasius (Pangasianodon hypophthalmus), is significant in enhancing aquaculture productivity in India. These species are favored due to their fast growth, adaptability to diverse environments, and strong commercial demand. Good seed rearing practices ensure a steady supply of healthy and vigorous fry and fingerlings for stocking in grow-out systems. These species are generally bred in hatcheries using induced breeding techniques. Once the hatchlings emerge, they progress through several developmental stages—from spawn to fry to fingerlings. This seed rearing period typically lasts 20 to 40 days, depending on the species and environmental conditions. Nursery systems such as earthen ponds, hapa enclosures, tanks, and cages are commonly used. Each system is managed carefully to ensure optimal conditions regarding temperature, dissolved oxygen levels, pH, and feeding.

Nutrition and feeding management are crucial components in the seed rearing phase of aquaculture, significantly impacting the growth, survival, and overall health of juvenile fish and shellfish. In the Indian aquaculture industry, which primarily cultivates Indian Major Carps (IMCs), catfish, tilapia, pangasius, shrimp, and freshwater prawns, implementing species-specific and stage-wise feeding practices is essential. During the early developmental stages such as larvae, fry, and fingerlings, the nutritional demands are high due to rapid growth and the development of internal organs. To meet these needs, live feeds like infusoria, rotifers, Moina, Daphnia, and Artemia nauplii are commonly used as they are highly digestible, appropriately sized, and capable of stimulating a natural feeding response. As larvae mature into fry and fingerlings, they are gradually transitioned to formulated micro-diets or crumble feeds that typically contain 30–40% protein and 6–10% lipids. For shellfish species such as shrimp post-larvae and Macrobrachium, specialized starter diets enriched with immune boosters and probiotics are utilized to enhance survival and health. Feeding is typically carried out 3–5 times daily during the nursery phase, with rations adjusted according to biomass and water temperature. Care is taken to avoid both overfeeding, which can lead to water pollution, and underfeeding, which is managed through regular sampling and observation. In extensive systems like ponds and hapas, natural food availability is increased through the application of fertilizers and manures to stimulate plankton production. Overall, maintaining a balanced diet and adopting scientific feeding strategies are vital for producing healthy, fast-growing, and disease-resistant juveniles, thereby improving the economic efficiency and sustainability of aquaculture in India.

Fish-Cattle Integrated Farming blends aquaculture with cattle husbandry, fostering a mutually beneficial system where animal waste supports fish production. This integration increases productivity, cuts costs, and provides diverse income and food sources. Organisms resulting from indirect feeding are protein-rich (50–60% dry weight), so carbohydrate-based agricultural waste like rice bran can serve as direct feed. This blend of indirect and direct feeding—animal manure plus agricultural by-products—enhances fish yields. Jhingran and Khan (1979) found that an initial application of 10,000– 15,000 kg/ha of cow dung is a cost-effective way to fertilize ponds. Staggered applications—10,000 kg/ha 15 days before stocking and 5,000 kg/ha 7 days after— sustain plankton productivity. Adding 1 kg/ha manganese (MnSO?.H?O) following 20 kg/ha P?O? also boosts plankton growth. For nursery ponds, a fertilizer mix includes 150 kg of superphosphate, 50 kg of triple phosphate, 700 kg of cow dung or equivalent, and 700 kg of oilcake, all turned into a paste and spread across the pond. It is then inoculated with 30–50 ml of Daphnia and Moina. Two days after stocking, 350 kg oilcake and 87.5 kg cattle dung/ha are applied. At the Central Inland Fisheries Research Institute (CIFRI), Barrackpore, rearing ponds were treated with 11,230 kg/ha cow dung 10 days before stocking. A mix of ammonium sulphate, superphosphate, and calcium ammonium nitrate in a ratio of 11:5:1 was applied at 690 kg/ha two months post-stocking. For production ponds, the advised input includes 1000+ kg cattle dung, 560– 1200 kg poultry manure, and 5000 kg green compost/ha. The standard inorganic fertilizer mix is N:P:K = 18:8:4. CIFRI reports good results from combined application of 20,000–25,000 kg cow dung/ha/year (in 7–11 doses) with ammonium sulphate + superphosphate + calcium nitrate (1380–1725 kg/ha/year in 4–10 doses).

Integrated fish farming, combining fish cultivation with other agricultural or livestock practices, offers significant economic advantages, including increased production, reduced costs, and diversified income streams. By utilizing farm waste and resources effectively, it maximizes the return on land and water, leading to higher profits and improved sustainability.
CAPITAL AND OPERATIONAL COSTS
In integrated fish farming, capital costs cover initial investments like pond construction and equipment, while operational costs include ongoing expenses like feed, labor, and maintenance. Capital costs are the one-time investments needed to start the business, while operational costs are recurring expenses that vary with the level of production.
Cost Savings Through Resource Recycling
1. Fertilizer Replacement: Livestock manure, pond sludge, and biogas slurry together supply the majority of nutrient requirements for fish ponds and crop beds. By replacing up to 80% of chemical fertilizers, integrated farms save INR 10,000–20,000 per hectare per crop cycle.
2. Feed Efficiency: Natural pond productivity—boosted by organic wastes— provides 30–50 kg of natural fish feed per hectare per day. This can reduce commercial feed costs by 20–40%, saving up to INR 15–25 per kg of fish produced.
3. Energy Co-benefits: On-farm biogas from manure offsets 2–4 cylinderequivalents of LPG per household annually (INR 3,600–7,200 value), while recirculating aquaculture (RAS) reduces freshwater pumping energy by 50– 70%.

The success of mechanized transplanting largely depends on the quality of seedlings used, making seedling raising an essential component of the process. This chapter revolves around the techniques and practices involved in raising seedlings that are optimized for transplanters. Proper seedling raising ensures that the plants are healthy, uniform, and robust, thereby improving the efficiency of the transplanting process and enhancing crop yields. We will explore various methods for preparing seedlings, including the use of specialized nurseries, seedling trays, and appropriate handling techniques to prevent damage. Understanding these techniques is important for achieving optimal performance from transplanters, reducing labor costs, and promoting sustainable agricultural practices. Transplanting is a common method for controlling weeds in wet or puddled fields. It uses less seed than direct seeding but requires significantly more labor. Additionally, transplanted crops tend to take longer to mature due to transplanting shock.
TECHNIQUES OF MANUAL TRANSPLANTING
Manual transplanting can be performed using two different methods:
Random Method
In the random method, seedlings are transplanted without maintaining a set distance or spacing between plants. While it’s difficult to establish equal distances between each hill in this method, it is crucial that the estimated distances are neither too close nor too wide. The spacing should range between 10 cm and 25 cm to ensure effective weed control through early shading from the rice canopies.

INTRODUCTION
The lubrication system in an engine plays a critical role in maintaining the smooth operation of its components. It serves to create a barrier between two surfaces that are in contact and moving against each other, reducing the friction that would otherwise lead to wear and tear. To understand the importance of lubrication, consider the effect of friction when two surfaces rub together; much like when rubbing your hands, friction generates heat, which over time can cause damage, such as burns to the skin. In the context of an internal combustion (IC) engine, friction between its moving parts can result in similar consequences, including excessive wear, heat buildup, and power loss, which ultimately impair engine efficiency and longevity.
The internal combustion engine consists of various moving components that are subject to constant friction as they operate. The pistons, crankshaft, camshaft, and valve mechanisms all move at high speeds within confined spaces, leading to the gradual wearing away of metal surfaces. Without proper lubrication, this friction would not only damage the engine’s components but also result in overheating and a significant reduction in the engine’s performance. The heat generated by this friction can increase the risk of engine failure, as it can lead to parts seizing or warping under high temperatures.
To combat these issues, the lubrication system is designed to reduce friction, dissipate heat, and protect the moving parts from wear. It ensures that a thin film of lubricant is constantly supplied to critical areas of the engine, forming a protective layer between metal surfaces. This helps to minimize direct contact between the moving components, thereby reducing friction and preventing unnecessary wear.
Moreover, lubrication contributes to cooling the engine by carrying heat away from the friction zones and dispersing it throughout the engine system.

Climate change significantly impacts agriculture, altering growing conditions, crop yields, and the livelihoods of farmers. Rising temperatures and shifting precipitation patterns can lead to more frequent and intense droughts, floods, and storms, which disrupt planting and harvesting schedules and reduce crop productivity. Changes in temperature and precipitation can also exacerbate pest and disease pressures, making it harder for farmers to protect their crops. Additionally, the increased frequency of extreme weather events can damage infrastructure and soil health, further challenging agricultural systems. These effects pose serious threats to food security, necessitating the development of climate-resilient farming practices and crop varieties, as well as policies that support sustainable agricultural development and climate adaptation.
The climate change is not “gender neutral”. Women and girls experience the greatest impacts of climate change, which amplifies existing gender inequalities and poses unique threats to their livelihoods, health, and safety.
Climate Change: Effects and Impacts on Agriculture Climate change significantly influences agriculture, affecting productivity, resource availability, and farming systems. These effects manifest differently across regions, crops, and farming practices, but the overall impacts are profound.
1. Impacts on Crop Production
Temperature Changes
• Higher temperatures reduce yields of temperature-sensitive crops like wheat, maize, and rice.
• Heat stress during critical growth stages, such as flowering and grain filling, leads to lower productivity.

Women empowerment refers to the process of enabling women to increase their control over their lives, resources, and decision-making power. It involves promoting gender equality, challenging gender stereotypes, and addressing the social, economic, and political barriers that prevent women from reaching their full potential.
The Government of India declared 2001 as the ‘Year of Women’s Empowerment and the National Policy for the Empowerment of Women came into force from 2001. The policy approaches that were underlined in this policy concerned gender equality. The policy proposed that the legal system be made responsive and gender sensitive to women’s needs. It stated that women should be economically and socially empowered through focused efforts.
Women empowerment has several dimensions
1. Economic Empowerment: Access to education, employment, credit, and other economic resources.
2. Political Empowerment: Participation in decision-making processes, leadership positions, and political representation.
3. Social Empowerment: Challenging gender stereotypes, promoting gender equality and addressing social norms that limit women’s potential.
4. Legal Empowerment: Access to justice, legal rights, and protection from discrimination and violence.
5. Psychological Empowerment: Building self-esteem, confidence, and self-reliance.
Challenges/problems in women empowerment
1. Societal and Cultural Barriers: Gender stereotypes, patriarchal norms, and cultural practices that perpetuate gender inequality.
2. Lack of Education and Awareness: Limited access to education, training, and information that hinders women’s ability to make informed choices.
3. Economic Dependence: Limited access to resources, credit, and employment opportunities that perpetuate financial dependence on men.

Key Institutions involved in policy advocacy in Agriculture:
1. Indian Council of Agricultural Research (ICAR)
Objectives
• Advocate for research-driven policies that enhance agricultural productivity and sustainability.
• Support the development and adoption of innovative agricultural technologies and practices.
• Influence policies related to agricultural education and research funding.
2. National Institute of Agricultural Extension Management (MANAGE)
Objectives
• Promote effective agricultural extension services and advisory systems.
• Advocate for policies that improve extension management and farmer training.
• Support the development of strategies for scaling up extension services.
3. National Bank for Agriculture and Rural Development (NABARD)
Objectives
• Advocate for financial policies that enhance credit access for agriculture and rural development.
• Support policies that improve rural infrastructure and promote sustainable rural livelihoods.
• Influence agricultural and rural development policies through financial support and policy recommendations

Introduction
Fish raised in cold water fisheries are species that flourish in temperatures usually below 20°C. To increase fish production and provide jobs for the local population, cold water fisheries have been established throughout India. One important region in India where cold-water fisheries have been effectively Exclusively Distributed by NIPA GENX Electronic Resources and Solution Pvt. Ltd. New Delhi established is Himachal Pradesh. There are plenty of cold-water rivers and streams in this area that are perfect for fish farming. To encourage cold water fisheries, the state government has launched several programmes, including financing for the construction of fish farms and the purchase of supplies and equipment. The most often farmed fish species in Himachal Pradesh's cold water fisheries are brown trout, rainbow trout, and mahseer (Bhat et al., 2023). India is well known for its cold-water fish, which are highly prized for their flavour. In addition to Himachal Pradesh, other states that have embraced cold-water fisheries include Jammu and Kashmir, Uttarakhand, Sikkim, and Arunachal Pradesh. However, obstacles to their growth include restricted market access, a lack of technological know-how, and inadequate infrastructure. The many cold-water fisheries in northern and northeastern India demonstrate the region's enormous potential despite these obstacles (Pandey et al., 2021).
These fisheries support a variety of fish species that have evolved to live in colder waters. With an approximate length of 2,500 km, the Himalayas stretch from Nanga Parbat (8,126 m) in the west to Namcha Barwa (7,756 m) in the east, encompassing an area of 594,400 km². Its western boundary is the high plateau of Tibet; its northern boundary is the Karakoram Mountains; the range's southern and northern limits are separated by 200–400 km. The Siwaliks, the lesser and Greater Himalayas, and the Trans-Himalaya run parallel to each other from south to north and are identified by their physiographic features and geological histories. With a combined catchment area of around 160,000 km², the Indus and Brahmaputra are the longest of the nineteen major rivers that meander through the Himalayas. When these rivers emerge from the mountains; many of them pass through wide valleys. According to Shinn et al. (2015), the distribution of fish species in Himalayan streams is influenced by variables such as flow velocity, substratum type, water temperature, and the availability of food. The intensification of aquaculture systems has resulted in the appearance of new pathogens and a greater dependence on antibiotics and other supplements, which threaten the health of fish, humans, and the environment (Watts et al., 2017). Aquaculture faces a great deal of difficulty due to diseases, which result in large production losses that surpass six billion USD annually (Bhat et al., 2023). According to estimates, 10–50% of aquaculture production expenses are related to disease management (Sahoo et al., 2017). This book chapter provides a brief overview of some prevalent parasite, viral, and bacterial diseases that have been linked to temperate and cold-water aquaculture, along with information on potential remedies and preventative measures. Commonly disease found in fish are presented in (Table 1, 2 and 3).

The tropical fruit guava is prone to a number of diseases, pests, and disorders. Aphids, fruit flies, and scale insects are common pests; on the other hand, pathogens, such as bacteria and fungus, can cause illnesses like wilt and anthracnose. Deficiencies in some nutrients can occur and have an impact on the general health of plants. For effective control, integrated pest management must be put into practise along with routine inspections and prompt treatments. Maintaining a healthy guava crop involves disease-resistant cultivars, balanced fertilisation, and good orchard cleanliness. A vigorous guava crop is ensured by minimising the influence of diseases disorders, and pests via vigilant and preventative methods.
10.1 Weed control
Weeds should be kept under control throughout the year because fruit harvesting is done throughout the year, for the easy mobility of labour. For this purpose, spray Gramoxone @ 6ml/litre of water during March, July and September. To control perennial weeds in March, spray may be done with Round up (Glyphosate) @ 10 ml/litre. Spray of these weedicides should be carried out on a calm day to avoid the damage to guava foliage.
10.2 Insect pests
10.2.1 Fruit fly
Fruit fly, the serious threat to guava production particularly during rainy season, lays eggs singly in ripened fruits just below the epicarp which eventually results in appearance of minute depression with dark punctures. Maggots after hatching feed on pulp and make fruit unfit for consumption. They pupate in soil and takes about 12 to 18 days to complete its life cycle during July- August (main season).

13.1 Introduction
Since the United Nations Framework Convention on Climate Change was founded in 1992, efforts have been undertaken to address climate change, which is today a serious problem for the entire globe. These programmes made an effort to lessen GHG emissions and lessen the effects of climate change. There have been a number of significant accords made, including the Kyoto Protocol in 1997, the Copenhagen Accord in 2009, and the Paris Agreement in 2015. Despite these accords, the Intergovernmental Panel on Climate Change (IPCC)’s most recent assessment contends that current decarbonization efforts fall short of the goal of keeping global temperature increases to 1.5°C over pre-industrial levels by 2050. Instead, it is anticipated that the temperature will have increased to 2.7°C by 2050 (Anonymous 2021). Analysing how climate change is affecting this sector of the economy is crucial. Fruit production is significantly hampered by changing precipitation patterns, rising temperatures, and extreme weather events. The growth, development, and production of fruit crops may be impacted by these changes, which could lead to financial losses and problems with food security. Improved methods and technologies for fruit production must be used to address these problems and comply with the objective of limiting the increase in global temperature. Adopting sustainable farming methods, bolstering water management systems, investing in crop varieties resistant to climate change, and improving postharvest storage and transportation technology may all be necessary to achieve this. Additionally, strengthening agroforestry systems and safeguarding biodiversity can support the fruit industry’s attempts to adapt to and mitigate climate change. Additionally, in order to lessen the effects of climate change on fruit agriculture, international collaboration and cooperation are essential for the adoption of suitable policies as well as the exchange of knowledge and resources. One example is encouraging collaborations between governments, agricultural organisations, researchers, and farmers to create and implement climate-smart practises and technologies. It is important to support various carbon capture and storage (CCS) technology that can remove CO2 from the atmosphere or prevent its release in order to fulfil the Sustainable Development

A chute spillway is a type of spillway that uses an open channel to convey excess water from a reservoir to a lower level, typically through a steep slope. It’s essentially a concrete-lined, open channel that allows water to flow at supercritical velocities. Design considerations include inlet and outlet structures, channel geometry, and ensuring the channel can contain the design flood discharge. Also known as a trough spillway or waste weir, is an open channel structure designed to safely convey excess water from a reservoir down a steep slope, typically to prevent damage to valley walls and ensure the structural safety of dams. It is particularly well-suited for earthen dams, where integrating a spillway within the dam body is not feasible, unlike ogee spillways, which are commonly used in concrete gravity dams.
The spillway usually consists of a steeply sloping, open channel constructed with reinforced cement concrete (RCC) slabs, typically 25 to 50 cm thick, with light reinforcement (approximately 0.25% of the concrete area). For economic efficiency, the channel is often narrowed in the central reach and widened at the downstream end to reduce the velocity of discharge and control erosion. Key structural features include:
• Watertight expansion joints to accommodate temperature variations and concrete movement.
• Under-drain systems to manage seepage under the base and sidewalls.
• A slope steep enough to maintain supercritical flow, avoiding unstable hydraulic jumps.
Chute spillways can be constructed:
• At the end of a dam (flank weir),
• In a natural saddle separated from the main dam by a ridge (saddle weir),
• Along dam abutments, depending on the topography.

Little and Watts (1994) define contract farming as a system of vertical coordination between growers and buyers, in which production decisions are directly shaped by contractual agreements. These contracts specify obligations related to market parameters such as volume, value, quality and in some cases price. Beyond market terms, contracts often extend to the supply of inputs, technical guidance and a degree of control exercised by the contracting firm over the farmer’s production process. At its core, a contract serves as a mechanism for risk-sharing between the farmer and the contracting firm. It is not merely a transaction but a reflection of the broader relationship between the two parties. Importantly, the nature and effectiveness of such contracts are influenced by the larger political and economic environment in which they operate. Thus, while contracts provide structure and certainty, their success ultimately depends on contextual factors such as governance, market stability and institutional support. In practice, contract farming typically involves the purchaser providing production support-supplying inputs such as seeds, fertilizers and even technical advice-while committing to purchase the produce at pre-agreed conditions. Farmers, in turn, commit to supplying the required crop or livestock product of specified quality, within a defined timeline and in the agreed quantity.
Dimensions of contractual agreements
The intensity and complexity of contractual agreements vary, often depending on the scope of support provided by the contracting firm. The provisions generally include:
1. Market provision: A binding agreement on the future sale and purchase of a particular crop or livestock product.
2. Resource provision: In addition to marketing arrangements, the buyers may provide essential inputs, such as seeds, fertilizers or even land preparations and technical advice.
3. Management Specification: The farmers agree to follow recommended cultivation and harvesting practices, input usage norms and other quality control measures.

Smart farming, otherwise called smart agriculture, uses progressed agriculture advancements to improve ranch the farm management. By consolidating Industry 4.0 advancements, Precision farming achieves doable outcomes like extend production, resource insurance, and lessened petroleum derivative result. Internet of Things (IoT) accepts a fundamental part in Smart farming, by Precision agriculture to screen and deal with things, as a matter of fact. Information examination is in like manner essential for isolating huge encounters from the colossal proportion of data created by IoT devices. The reconciliation of present day modern digital technology has change into smart farming as information empowered and information driven activity. After affiliation, further examination of each IoT and data analytics frameworks in the agricultural region can be positive.
The total population is predicted to increase by 10 billion in 2050, by enhancing interest for agricultural goods, and notable food. This has brought about a developing interest supply befuddle. Issues including restricted assets, natural changes, and work deficiencies increment the jumble, endangering food security and agricultural production. To defeat these worries, farming should be feasible and utilize state of the art innovation. One important choice is “smart farming,” that attempt to increased food productivity by meeting the population demand in a sustainable manner. This is steady with the Assembled Countries’ Sustainable Development Goals (SDGs), which hold back nothing security utilizing reasonable ways.
Smart farming strategy for agriculture business had changed Ancient farming into smart agriculture. Ancient times, human cultivated the soil to provide food for livelihood. Such activity is known as agriculture, and it follow a long path between agriculture 1.0 to agriculture 4.0. Producers employed agricultural implements including pitchforks and sickles for cultivation throughout the 17th century, a period called as Agriculture 1.0. Farming practices, a huge number of workers are needed to conduct agricultural tasks. Moreover, agricultural

GHG emissions as an Agriculture
Agriculture is significant source of GHG emission. Farming records for roughly 10-12 % of absolute anthropogenic GHG emissions, contributing 40 % of all out methane (CH4) and 60 % of nitrous oxide (N2O); agriculture is greatest wellspring of anthropogenic non-CO2 discharges. CH4 begins predominantly from metabolic action of methane-creating microscopic organisms in rice paddy soils and the gastrointestinal maturation of ruminants. N2O discharges get predominantly from farmland soil nitrification and de-nitrification under nitrogen manure application. Rural waste treatment, for example, fertilizing the soil and biogas creation, likewise straightforwardly brings about CH4 and N2O discharges. The change of land use from backwoods to cropland increments soil CO2 discharges. Notwithstanding immediate GHG discharges, farming exercises like apparatus tasks, and compost and feed inputs additionally by implication increment the carbon impression of farming by means of different pathways like petroleum product utilization.
Agriculture a Key Carbon Sinks
Farming moreover addresses a key carbon sink, in spite of the way that it is a huge wellspring of GHG. Horticultural perennials, for instance, field, backwoods, natural item estates and tea houses can get CO2 from the Environment through photosynthesis. It is evaluated that around 13 % of the CO2 emanated by oil based commodity use is consumed by natural vegetation reliably. Vegetation stores are changed into soil natural carbon (SOC) by the activities of microorganisms. In particular, microbial Nero mass can associate with soil minerals to shape a muddled that is a protected carbon pool and the soil carbon can subsequently be taken care of for a surprisingly long time; this carbon tirelessness instrument is known as a soil microbial-mineral carbon siphon. The soil carbon pool (2400 Gt) truly relies upon twice that set aside in the terrestrial vegetation and on different occasions that set aside in the air. The “4 for every 1000 soil carbon overhaul plan,” first proposed by the French service of agribusiness at the Collected Nations Environmental Change Gettogether held in 2015, relies upon the epic carbon-sink breaking point of soils.

Objective
To determine the chemical composition of biomass in terms of cellulose, hemicellulose, lignin, and silica content using standard detergent fiber analysis and acid digestion techniques.
Principle
Chemical analysis of biomass helps in evaluating its structural and compositional characteristics, which influence its thermal behavior, degradation properties, and suitability for bioenergy applications. Biomass primarily consists of cellulose, hemicellulose, lignin, and pentosans, each playing a distinct role in the structure and energy potential of plant material:
Cellulose – A linear polymer of ß-D-glucose units linked by ß-(1?4) glycosidic bonds. It provides tensile strength and rigidity to plant cell walls and serves as the main carbohydrate source in biomass.
Hemicellulose – A heterogeneous branched polymer composed of pentoses (xylose, arabinose) and hexoses (mannose, glucose, galactose). It acts as a matrix surrounding cellulose microfibrils, providing flexibility and binding lignin and cellulose together.
Lignin – A complex three-dimensional polymer made up of phenylpropane units. It is highly resistant to microbial degradation, provides compressive strength, and acts as a natural binder in plant tissues.
Pentosans – Polymers of five-carbon sugars that contribute to carbohydrate storage and structural integrity.

Biomass briquetting is the process of compressing loose and low-density biomass materials such as sawdust, agricultural residues, and forest waste into high-density, solid fuel blocks called briquettes. The process involves mechanical compression under high pressure using machines like piston presses, screw extruders, or hydraulic presses, depending on the technology used.
The main purpose of briquetting is to increase the density of biomass to improve its combustion properties, handling, transportation, and storage efficiency. In most modern systems, briquetting is done without the use of binders, as natural lignin present in the biomass acts as a binding agent under pressure and heat.
Importance of Biomass Briquetting
Biomass briquetting holds immense environmental, economic, and social importance.
1. Environmental Protection
• Briquetting reduces deforestation by providing an alternative to firewood and charcoal.
• It minimizes air pollution by producing cleaner-burning fuel with lower particulate emissions and sulfur content.
• The process helps in carbon sequestration by ensuring the
sustainable use of biomass.
2. Waste Management
• Agricultural residues like rice husk, sugarcane bagasse, cotton stalks, and sawdust, which otherwise cause disposal problems, are effectively utilized.

Escalating chaos and entropy in ecosystem poses threats to resilience and stability
Since the beginning of industrial revolution in 18th century onwards and until today, the chronicle of civilizations depicts more horrible consequences that it we predicted. Ecological metamorphosis hag gone the dare devil way to deny the quiet and placid pathway of evolution as delineated by Charles Darwin, it has become more serendipitous, ephemeral and phenomenal as well. The changes are becoming non-linear in ecosystem, far away from simple harmonic motion. Bay of Bengal has become the global capital of depression followed by severe cyclonic storms, good enough to make the resilience of ecosystem unexpectedly disrupted and fragile. Continuous perturbation and chaos lead to upscaling entropy and disorder. An analogy can take a serpentine look like Cyclone-destruction of mangrove-flood-crop damage-migration-ingroup vs outgroup conflict and chaos.
When uncertainty and unpredictability cripples into system deeper, we need or it should be our choice to take the help of AI and machine learning. Peoples soft perceptions need to undergo a quantification process for better understanding of their role-contribution-mainstreaming process and as a result the tools like ANN, FCM, AHP, ARIMA would be more effective and inevitable.
From history data to present assessment and from assessed algorithm to practiced scenario, there will be more mathematics and strategy of analysis. In the beginning of eco-system analysis, we had history data only. Then we get busy to go for status report kind of data clubbing, cataloguing, and networking. Today we can underscore the application of AI in futuristic approach to ecosystem analysis including intervention plan and scenario analysis. We can quantify what amount of uncertainty an individual can sustain, confront and adapt to. For the honey collectors in Sundarbans, how many deaths and fear to die, as an abrupt attack by tigers can be adaptable to the poor collectors are of million dollars’ question.

Aquaculture is practiced in the majority of countries worldwide, however the significance of water quality standards remains largely unknown to farmers and new aqua entrepreneurs. They may achieve maximum fish production with minimal input costs if they are trained and stay up to date on water quality management in the aquatic ecosystem. The water quality categorised into three main of metrics as physical, chemical, and biological parameters. Dissolved oxygen (DO), biochemical oxygen demand (BOD), free carbon dioxide (CO2), pH, temperature, total dissolved solids (TDS), turbidity, ammonia, nitrite, nitrate, alkalinity, bacterial density primary productivity (chl a), plankton population, etc. play a significant role for fish production. However, even small variations in certain physical and chemical parameters—particularly pH, temperature, and dissolved oxygen (DO)—can cause stress in the animals, which may manifest as physiological changes, reduced reproductive capability, and altered behavior. Water parameters such as alkalinity and hardness are relatively stable, whereas others like pH, dissolved oxygen (DO), and temperature fluctuate regularly. Proper maintenance and monitoring of these water quality parameters in aquatic environments support fish health and enhance fish production. On the other hand, variability in dissolved ammonia, nitrites, and nutrients like nitrate significantly affects aquaculture production. It has also been observed that high feeding rates in aquafarms create eutrophic conditions in water bodies, leading to substantial algal blooms. These blooms are responsible for die-offs, and as a result, ammonia levels in the ponds rise rapidly. The environmental factors responsible for generating high ammoniacal concentrations may also lead to increased nitrite concentration in aquafarm. Both ammonia and nitrite are directly toxic or sublethal cultured aqua animals, leading to reduced resistance to diseases. In aquaculture system, ammonia is produced through the ammonification process, which occurs when organic matter is broken down by the microbial community. However, this decomposition also reduces dissolved oxygen levels in the system. Low dissolved oxygen surges the toxicity of ammonia to cultured animals. Ionized ammonia (NH4 +) and hydroxide ions occurs in equilibrium with unionized aqueous ammonia solution. The unionized form of ammonia (NH3) is toxic

Water is the most important natural resource that governs and exercises control on living organisms on earth besides supporting all human activities. The demand for water is almost increasing at exponential rate due to increase in population and industrialization. All sectors of agriculture including crop production, horticulture, animal husbandry, poultry and fi sheries primarily depend upon water. Water scarcity can cause all kinds of miseries. The water exists in all 3 different forms on earth. It exists as snow or ice in glaciers and ice caps, liquid water in rivers, lakes, streams, tanks, ponds and as groundwater storage. The water exists in all three different forms in the atmosphere. The clouds may contain fi ne ice particles, tiny water droplets and as well as water vapour. The air in atmosphere also contains water vapour. It is estimated that 97% of water is salt water and remaining 3% of water is pure and fresh water. Approximately two-thirds of the fresh water is trapped in glaciers and ice caps. Most of the fresh water (30%) exists as groundwater. About 0.7% of fresh water exists as soil water and 0.3% a fresh water accounts for surface water resources and water present in the atmosphere as water vapour, water drops and ice particles. The circulation of water between oceans, earth and atmosphere forms hydrologic cycle.
2.1. Hydrological Cycle
The hydrological cycle explains the continuous recirculation and transport of water between the atmosphere, oceans and earth. It is a very complex system that has many sub cycles associated with it. For example, the water from earth surface, oceans and water bodies get evaporated due to heat energy received from the sun in the form of incident solar radiation (Fig.2.1).

Climate change is one of the most pressing issues of our time, with far-reaching consequences for the environment, human health, and the economy. One of the most significant impacts of climate change is on the world’s water resources. Rising temperatures, changing precipitation patterns, and increased frequency of extreme weather events are all taking a toll on the availability, quality, and management of water resources. Water is essential for human survival, and its availability and quality are crucial for human health, food security, and economic development. However, climate change is altering the hydrological cycle, leading to changes in precipitation patterns, increased evaporation, and altered water flows. These changes have significant implications on demand for water resources, including reduced water availability, decreased water quality, and increased risk of waterrelated disasters which will ultimately impact agricultural production and food security.
15.1. Changes in Precipitation Patterns
One of the most significant impacts of climate change on water resources is the alteration of precipitation patterns and projected per cent changes in average annual precipitation over 1850-1900 period at 2.00C increase in temperature are depicted here (Fig.15.1).

R has become the world-wide language for statistics, predictive analytics, and data visualization. R is not limited to statistics; it provides a wide range of tools for spectroscopy. It offers a wide range of methodologies for spectral data preprocessing, spectral analysis, multivariate analysis of the spectral data, machine leraning models for prediction of properties, and visualization. As an open source project, it’s freely available for a range of platforms, including Windows, Mac OS X, and Linux. An integrated development environment (IDE) for R, R Studio, allows interactive execution of R functions with user interface. RStudio is available in two formats - RStudio Desktop and RStudio Server - both available in free and fee-based (commercial) editions.
1.1. Download and Install R
The R software setup files can be downloaded from any of the widely distributed Comprehensive R Archive Network (CARN). To download R, go to url: https:// www.r-project.org/ and choose your preferred CRAN mirror, a location close to you and follow the steps to download and installation of R and Rtools.
1.2. Download and Install R Studio
Download and Install the R Studio once the base R is installed. Go to https://www. rstudio.com/products/rstudio/download/ and click on download R Studio Desktop with Open Source license.
1.3. Updating R
To update the R, we need the package “installr” and use function “updateR( )”

Introduction
The accurate identification of crop varieties is crucial for agriculture, plant breeding, and intellectual property protection. DNA-based techniques have emerged as powerful tools for distinguishing between crop varieties due to their precision and reliability. However, several challenges persist in the adoption and implementation of these techniques. Conventionally, morphological descriptors are routinely used for establishing the identity of varieties. But these morphological descriptors suffer from many drawbacks such as influence of environment on trait expression, epistatic interactions, pleiotrophic effects etc. Furthermore, the paucity of sufficient number of these descriptors for unequivocal identification of increasing number of reference collection of varieties enforces to look for alternatives. Electrophoresis of seed proteins and isozyme analysis have overcome these limitations to some extent but now many powerful DNA based techniques are available. Since all genetic differences between individuals are laid down in the primary sequence of their genomic DNA, the straightforward method of identification of crop varieties and parental lines would be to determine this sequence for the genome under comparison. Sequencing requires huge monitory investment and it is practically impossible to sequence the whole genomes of all varieties. But with the automation in sequencing now possible, short stretches of amplified DNA can be sequenced. However, a more practical strategy would be to limit the comparisons to specific regions of the genome, which frequently differ between individuals.

Teaching and research in anatomy is mainly based on cadaver dissections. A sound knowledge of anatomy is essential from the beginning of veterinary education and the knowledge obtained through dissection of animal body is an indispensable part of the veterinary science.
History of embalming
Embalming is the art and science of preserving the animal by treating with chemicals to forestall decomposition. Embalming destroys the colloid nature of the proteins and neutralizes the active centres of the molecules forming many cross linkages of adjacent protein molecules. Proteins are thus converted to high molecular inert solid materials that can no longer serve as food for bacteria or as a substrate for enzyme action. Embalming preserves the body from decay. The embalmed bodies are stored in tanks containing a fluid composed of formalin, phenol, thymol and rock salt in water in varying proportions.
Claudius Galen (130-200 A.D) did dissections of animals such as the pig or monkey. Leonardo Da Vinci (1452-1519) a pioneer anatomist introduced anatomical drawings. During 15th-16th century the motive was to advance the techniques for the preservation of the dead and to study detailed anatomy by dissections. Andreas Vesalius (1514-1564) believed that dissection was necessary to find out how bodies worked. His lectures were based purely on his observations. He carried out dissection on human cadavers as well as animals to understand Anatomy. As an Anatomist he represents the end of the middle ages obscurantism and the beginning of modern Anatomy and scientific thinking. He is considered the father of modern Anatomy. In 17th century Antonie Van Leeuwenhoek (1632-1723) opened up new horizons