eChapters

Financial modeling programs integrated with data analytics using Python have transformed the way financial analysis, forecasting, and decision-making are conducted. Python provides a powerful, flexible, and scalable environment that enables analysts to move beyond traditional spreadsheet limitations and build sophisticated models capable of handling large and complex datasets. Its growing adoption in finance is driven by its ability to combine data processing, statistical analysis, automation, and visualization within a single ecosystem. The foundation of Python-based financial modeling lies in efficient data handling and preprocessing. Financial data is often sourced from multiple channels, including databases, APIs, and flat files, and must be cleaned and structured before analysis. Libraries such as pandas and NumPy provide robust tools for organizing data into structured formats,

Bone marrow and lymph node aspiration are useful diagnostic procedures for evaluating haematological and lymphoreticular disorders. This chapter introduces practical techniques for obtaining aspirates and emphasizes appropriate selection of anatomical sites and safe sample collection. Bone marrow examination can provide information about cellular production and abnormalities involving erythroid, myeloid and other cell lines. Lymph node aspirates assist in evaluating enlargement, inflammation, infection and neoplastic processes. Proper preparation, sample handling and cytological evaluation are essential for reliable interpretation. The chapter provides practical guidance for incorporating aspirate findings with clinical examination and laboratory investigations to support a comprehensive diagnostic assessment.

Feed processing is an essential phase in aquafeed production that converts raw ingredients into uniform, digestible, and nutritionally appropriate feed for various aquatic species. Effective processing enhances digestibility, palatability, shelf life, and ensures consistency in size, moisture, density (floating or sinking), and texture. With growing demand for quality and cost-effective fish feed, technological advancements have refined various processing methods. The typical feed processing sequence includes grinding, mixing, conditioning, pelleting or extrusion, cooling, drying, and coating, each crucial to the final product’s quality: • Grinding: This initial step reduces ingredients like grains, oil cakes, and fishmeal to fine particles. Finer grinds boost nutrient availability and improve blending. Equipment like hammer mills or pulverizers is used, with particle size tailored to species and growth stage (e.g., finer for fry, coarser for growout). • Mixing: Uniform nutrient distribution is achieved through proper mixing using vertical or horizontal

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

Human activities significantly impact river ecosystems, altering fish populations and biodiversity through pollution, habitat modification, overfishing, climate change, invasive species, and unsustainable water use. Pollution introduces chemical contaminants, nutrients, and plastics that compromise fish health, reproduction, and survival, while eutrophication and thermal pollution exacerbate these effects. Habitat modifications such as dam construction and deforestation fragment ecosystems and reduce habitat quality, impairing fish migration and spawning. Overfishing and advancements in fishing technology further deplete stocks, while climate change disrupts thermal habitats, alters flow regimes, and endangers fish populations. Invasive species and aquaculture operations exacerbate biodiversity loss, while water extraction for human consumption reduces river flow and habitat availability. Mitigation strategies, including habitat restoration, sustainable fishing practices, pollution control, and climate adaptation, are critical to sustaining river fish populations. This chapter highlights the complex interactions between human activities and river ecosystems, emphasizing the urgent need for sustainable management practices to ensure ecological resilience and biodiversity conservation.

Aquatic ecosystems, particularly riverine habitats, are critical for global biodiversity, hosting over 30,000 described fish species, many of which are endemic and endangered. Freshwater fish are especially vulnerable to anthropogenic threats, including habitat degradation, pollution, invasive species, and climate change, leading to significant population declines. This chapter reviews conservation strategies aimed at protecting endangered river fish species. It emphasizes the importance of integrated management practices, including habitat restoration, establishment of aquatic protected areas, and stakeholder engagement in co-management initiatives. The significance of regulatory frameworks, effective policy ratification, and the role of public awareness and community participation in conservation efforts are highlighted. Additionally, the chapter explores innovative approaches such as ex-situ conservation, captive breeding programs, and sustainable harvesting practices as vital tools for fish population recovery. The challenges hindering effective conservation strategies are discussed, including limited taxonomic knowledge, insufficient understanding of fish ecology, and the need for holistic approaches that consider ecosystem interdependencies. Addressing these challenges is crucial for the sustainable management and conservation of freshwater fish populations and their ecosystems.

Bone marrow is a soft, gelatinous tissue that fills the medullary cavities of bones. It plays a crucial role in the production of blood cells. It makes up about 3% of body mass in rats, 2% in dogs, and 5% in humans. Bone marrow develops in the embryo during the second trimester of pregnancy. This tissue is vital because it contains stem cells that can differentiate into various cell types. Bone marrow is of red and yellow types. In young mammals, the marrow is red and active (with minimal fat). With aging, accumulation of adipose tissue, and long bones transition turn bone marrow to yellow, fatty, inactive. In adult mammals, active hematopoiesis continues in flat bones, such as the sternum, ribs, pelvis, vertebrae, and skull, as well as the epiphyses of long bones. Erythropoiesis in these regions contributes significantly to red blood cell production, with the axial skeleton accounting for about 35% and the appendicular skeleton for 65%. In birds, hematopoiesis is mainly restricted to bone marrow, while in reptiles, it occurs in the bone marrow, spleen, liver, and thymus. Indications

The agro-food & slaughter house animal by-product industry generates large amounts of waste that contribute to environmental contamination and leads to pollution. Animal byproduct production, as part of the meat and poultry processing chain, is huge. Animal fat waste constitutes some of the most relevant waste and the treatment of such waste is quite costly because environmental regulations are quite strict. Fossil fuels remain the main source of primary energy accounting for over 80 % of worldwide energy consumption. The continuous consumption of non-renewable resources is leading to their fast depletion while causing the accumulation of CO2 and other greenhouse gases (GHGs) in the atmosphere. Also, energy demands are expected to rise by over 25 % by 2040, which claims for a shift toward the use of renewable and carbon-neutral fuels to ensure environmental and economic sustainability. About millions animals (cattle, sheep, pigs and goats) and poultry (mainly chickens and turkeys) were slaughtered various parts of countries. Such a high number of slaughtered animals produces enormous amounts of waste animal residue including fats that need to be treated to reduce pollution or recycled to

Introduction Colostrum feeding • Colostrum is rich source of gamma globulins (antibodies), vitamins and minerals • Colostrum Temp.: 99ºF-102ºF • Colostrum feeding: first 3-5 days. • Whole milk: after 5 days • Feed the total amount of milk at 3 or 4 equal intervals up to the age of 7 days and then twice daily • Quantity of colostrum: 10 % of body weight. • Overfeeding: calf scour/diarrhea. • Around 0.5% of a cow’s yearly milk production is made up of colostrum. • After birth, the amount of immunoglobulins that can be absorbed from colostrum drops by 1/3 as soon as 6 hours, by 2/3 after 12 hours, and an intestinal barrier forms after 24 hours. • Colostrum must be given in sufficient amounts to the newborn calf because during the first 24 hours after parturition, the permeability of the stomach and the concentration of immunoglobulins drop sharply. • Cow colostrum must meet minimum requirements for both immunological and bacteriological characteristics:

Emotional well-being is one of the most important dimensions of psychological well-being and mental health. Here an effort is being made to study the concept of emotional wellbeing. The concept of emotional well-being has acquired more importance in the field of health and positive psychology these days. It is much more concerned with mental and emotional health.

Emotional well-being, which is considered as the quality and subjective satisfaction of life is a measure of an individual’s perceived level of happiness. It is also related to self-concept. However, there is the relationship between self-concept with emotional well-being. But emotional health is related to emotional well-being, which is a part of mental health. Usually emotionally intelligent people represent better ability for problem-solving and for managing stress, more impulse control and a positive attitude towards oneself and others implying greater enjoyment of life, resulting in emotional well-being.

Emotional health depends upon a man’s emotional wellbeing, which is based on our self-concept, and self-esteem, that is how we feel about ourselves and behavior which is appropriate and healthy.

For the maintenance of mental health, positive behavior or positivity in life is a very essential trait. Positive behavior helps develop love, mental peace, harmony, cordiality, happiness, and better inter-personal relationships; whereas negative behavior is responsible for creating animosity, hatred, fear and anger among us, which adversely affects our mental health. It will make us unhappy, miserable, and sad.

Positive behavior leads to positive thinking, positive feelings, and positive actions. On the other hand, negative behavior develops negative thoughts, negative attitudes, as well as nefarious activities. Psychologists are working in this area to make the life of a man happy, effective, and successful. This area is called Positive Psychology, which is a recent branch of psychology that is the youngest area in the behavioral sciences.

Positive psychologists seek “to find and nurture genius and talent and to make normal life more fulfilling” (Crompton, 2005) and not simply to treat mental illnesses. They are trying to make the world a happier place.

All human beings are prone to a state of anger, which affects their performance during their day-to-day life. Anger and aggression are the same, although they are often experienced at the same time. Anger is an emotion, whereas aggression is a behavior or form of intervention. Whereas anger is internal, aggression is external. But both are typically associated with physiological arousal.

A person who perceives that wrong has occurred, which should be corrected, usually feels anger. Anger is a reaction against somebody, a person, an event, or an object. It is resentment to some injustice which has been perceived to have been meted out. The emotion of anger leads to aggressive behavior, especially among adolescents and teenagers. Aggression further causes pain to individuals.

Let us try to understand what we mean by anger, aggression, and pain, and how to manage them.

Insect pollinators are essential for the reproduction of most flowering plants and contribute substantially to global crop production and food security. Bees, butterflies, moths, flies, beetles and other insects transfer pollen and support fruit and seed formation. Climate change can influence their physiology, development, activity, foraging, migration, distribution and seasonal emergence. It may also create mismatches between flowering periods and pollinator activity, reducing pollination efficiency. Drought, extreme heat, habitat loss and changes in floral resources further threaten pollinator diversity and abundance. This chapter examines the direct and indirect effects of climate change on insect pollinators and discusses conservation and management measures

Bio-stimulants are increasingly used to improve crop performance while reducing dependence on intensive chemical inputs. They include amino acids, protein hydrolysates, humic substances, seaweed extracts, beneficial microorganisms and plant- or microbial-derived compounds. These substances can influence root architecture, nutrient assimilation, hormonal balance, photosynthesis, stress tolerance and disease resistance. This chapter examines the effects of different bio-stimulants on onion seed germination, vegetative growth, bulb development, yield, quality and storage life. It discusses their modes of action, application methods and integration with nutrient-management programmes. Bio-stimulants are presented as promising components of environmentally responsible and resource-efficient onion production, while areas requiring further research are identified.

Substantial onion losses occur after harvest through sprouting, rotting, physiological weight reduction and quality deterioration. Proper harvest timing, careful handling and effective curing are therefore essential for maintaining marketability and extending storage life. This chapter explains maturity indices, including appropriate levels of top fall, and compares field curing with forced-air methods. It examines topping, grading, packaging, transportation, storage temperature, relative humidity, ventilation and disease management. Physiological and biochemical changes occurring during storage are also considered. An integrated post-harvest approach combining correct maturity assessment, suitable harvesting, complete curing, careful handling, controlled storage and regular quality monitoring can considerably reduce losses and improve year-round onion availability.

Bioclimatology examines relationships between climate and living organisms, including crops, livestock and humans. It draws on biology, ecology, meteorology, architecture and physiology to explain how temperature, humidity, radiation and wind influence development, comfort, health and productivity. This chapter introduces bioclimatic indices such as the Temperature-Humidity Index, Humidex, wind chill and thermal-comfort measures. Agricultural applications include crop and livestock suitability, heat-stress assessment, housing design, work planning and development of resilient farming systems. Understanding biological responses to climatic conditions supports appropriate management interventions and helps protect productivity and welfare. Bioclimatic analysis therefore connects atmospheric conditions with practical decisions involving plants, animals and people.

Loss of experimental observations is a common practical problem in forestry and agricultural experiments because seeds, seedlings, plants, and trees may be damaged by natural events, animals, anthropogenic activities, or other causes. This chapter presents the missing plot technique for estimating unavailable observations so that an experiment can continue to be analysed. It explains why missing observations can reduce the information and precision of an experiment and discusses alternative approaches for handling incomplete data. The chapter focuses particularly on the method of least squares and the iteration method. Applications include estimation of missing values in Randomized Block Designs and other experimental layouts used in forestry research.

Nanotechnology-based preservation employs materials generally measuring between 1 and 100 nanometres. Their high surface-area-to-volume ratio, adjustable surface chemistry and responsiveness to external stimuli enable highly controlled interactions with foods and microorganisms. Nanomaterials may deliver antimicrobial compounds, antioxidants and other active substances in a controlled or targeted manner. Silver, zinc oxide and chitosan nanoparticles can be incorporated into coatings and films to reduce microbial contamination while maintaining sensory and nutritional quality. The chapter discusses nanoencapsulation, nanoemulsions, antimicrobial nanoparticles and nanosensors for detecting spoilage and monitoring shelf life. It also considers effectiveness, controlled release, food applications, safety assessment and potential regulatory concerns associated with nanotechnology.

Food preservation is increasingly influenced by digital technologies associated with Industry 4.0. Ensuring food safety now requires not only microbial control but also authenticity, traceability, continuous quality monitoring and rapid decision-making. Artificial intelligence and machine learning can analyse complex datasets to predict shelf life, recognise spoilage patterns and assess risks arising during processing, storage and distribution. Internet of Things devices connect sensors across the cold chain, while blockchain supports transparent and secure traceability. Smart pH, temperature, humidity, optical and biosensors provide real-time information about product conditions. The chapter examines these technologies alongside automation while considering data quality, model validation, infrastructure, cost and industrial implementation challenges.

Population growth and rising demand for processed food have increased pressure on food industries to improve safety while reducing energy, water, waste and environmental impacts. Green preservation technologies seek to deliver effective processing through cleaner operations, responsible resource use and reduced dependence on toxic substances. These approaches support sustainable industrial development by lowering processing time, conserving nutrients and improving the utilisation of raw materials. The chapter discusses energy-efficient preservation, water-saving techniques, waste valorisation and the conversion of by-products into useful materials. Life-cycle assessment is introduced as a method for evaluating environmental performance across the preservation system and identifying opportunities to reduce emissions, resource consumption and food-chain waste.

Water scarcity and inefficient irrigation are major constraints to sustainable agricultural production. This chapter presents smart irrigation as an AI-enabled approach for optimizing water application according to crop and environmental requirements. Smart irrigation systems integrate real-time information from soil-moisture sensors, weather forecasts, remote sensing, and crop growth models. Machine learning and predictive analytics can determine appropriate irrigation timing and quantities while reducing unnecessary water use. The chapter discusses the principles, components, technologies, and applications of AI-driven irrigation systems. It also highlights their contribution to improved crop productivity, nutrient-use efficiency, soil health, and climate resilience, while considering challenges such as investment costs, data accessibility, connectivity, and technological literacy.

Metabolomics is the comprehensive qualitative and quantitative study of metabolites present in biological systems under specific physiological or pathological conditions. This chapter introduces the concept of metabolomics and the metabolome and explains their importance in understanding cellular function and phenotype. It traces the development of metabolomics from classical biochemical analysis through chromatography, mass spectrometry, NMR spectroscopy, and modern high-throughput technologies. The chapter discusses applications in medicine, agriculture, biotechnology, pharmaceuticals, and environmental sciences. It also explains the relationship between metabolomics and systems biology, emphasizing the role of metabolites as functional indicators connecting genotype with phenotype and supporting biomarker discovery and biological systems analysis.

Biopesticides presents biologically derived pest-management products as alternatives or complements to synthetic pesticides. The chapter explains their advantages, including biodegradability, target specificity, compatibility with Integrated Pest Management, reduced resistance risk, and comparatively favorable environmental characteristics. It classifies biopesticides into biochemical and microbial groups and describes mechanisms such as hyperparasitism, competition, antibiosis, parasitism, and volatile-compound production. Particular attention is given to neem and other botanical sources, including chinaberry, tobacco, pyrethrum, rotenone, and Melia toosendan. Their pest-control uses and preparation approaches demonstrate how botanical and microbial resources can contribute to sustainable crop protection and natural farming systems. for integrated crop protection effectively.

Anthurium is one of the most important tropical cut flowers, valued for its colourful spathes, distinctive inflorescences and long vase life. This chapter presents its origin, distribution, genetics, botanical description and commercially important varieties. It explains greenhouse requirements, shade, temperature, humidity, growing media, propagation and crop establishment. Detailed attention is given to nutrient management, irrigation, cultural practices, pests, diseases, harvesting, grading and postharvest management. Modern breeding developments and commercially important cultivars are also discussed. The chapter provides an applied foundation for producing high-quality Anthurium flowers under protected cultivation and meeting domestic and export market requirements.

Gerbera ranks among the leading cut flowers globally and is especially important under protected cultivation in India. This chapter covers its origin, distribution, genetics, botanical characteristics and commercially important varieties. It explains greenhouse requirements, climate, light, soil, growing media, propagation, planting density, irrigation, fertigation and crop management. Important pests and diseases, physiological problems, harvesting, grading, postharvest treatment and yield are discussed in relation to commercial quality. The chapter highlights Gerbera's suitability for progressive farmers and its production in Maharashtra, Karnataka, Tamil Nadu and other Indian regions.

Gladiolus is a major commercial cut flower appreciated for its long spikes, attractive florets and wide range of colours. This chapter describes its origin, species, genetics, botanical characteristics and improved varieties. It explains corm and cormel propagation, climate, soil, planting time, spacing, nutrient management, irrigation, staking and other crop-management practices. The chapter also discusses major pests and diseases, physiological problems, harvesting stages, grading, postharvest handling, storage and yield. Emphasis is placed on producing long, straight and high-quality spikes suitable for domestic and export markets. The chapter provides practical production guidance for commercial gladiolus cultivation under Indian conditions. effectively.

Ornamental ginger includes attractive tropical plants cultivated for their colourful inflorescences and foliage and used in floral arrangements and landscaping. This chapter describes commercially useful ornamental ginger types, their botanical features and production requirements. It discusses climate, soil, propagation through rhizomes and other planting materials, field establishment, irrigation, nutrient management and cultural operations. Pest and disease management is followed by harvesting, grading, postharvest handling and yield considerations. The chapter emphasizes production of high-quality ornamental stems and the commercial potential of tropical ginger species as specialized cut flowers for domestic and international floriculture markets. under suitable protected and open conditions

Solidago, commonly known as goldenrod, is an attractive filler-type cut flower valued for its bright yellow inflorescences and commercial potential. This chapter discusses its origin, taxonomy, botanical characteristics, genetics, varieties and environmental requirements. It explains seed propagation for breeding and vegetative propagation through rhizome suckers for commercial multiplication. Climate, soil, planting, nutrition, irrigation and cultural management are described, followed by pest and disease control. Harvesting, postharvest handling, grading, vase life and yield are also addressed. The chapter highlights commercially important cultivars and the crop's suitability for professional cut flower production and export markets.

Jasmine is one of India’s most important fragrant loose flower crops, valued for garlands, Veni, Gajra, religious ceremonies, festivals and perfume production. Flowers and buds are also important raw materials for jasmine oil, cosmetics, soaps and other fragrance products. The chapter describes jasmine’s origin, distribution, genetics and commercially cultivated species, particularly Jasminum sambac, J. auriculatum and J. grandiflorum. It discusses climate and soil requirements, propagation, planting, nutrient management, irrigation, pruning and other cultural practices. Major pests and diseases and their management are included. The chapter also explains harvesting, postharvest handling, marketing and the value-addition potential of jasmine flowers and essential oil.

Marigold is one of the dominant loose flower crops in India, particularly important for religious ceremonies, festivals, weddings, garlands and decoration. The principal cultivated types include African marigold (Tagetes erecta) and French marigold (Tagetes patula). The chapter discusses the origin, distribution, genetics, botanical characteristics and important varieties of marigold. It also highlights emerging applications such as lutein extraction, natural colourants, culinary uses and companion planting. Detailed production practices cover climate, soil, propagation, nursery management, land preparation, nutrient management, planting, irrigation, pinching and flower harvesting. Important pests and diseases, postharvest handling and yield are also discussed for efficient commercial production.

Rose is one of the most important and versatile flower crops, with a distinct role in both loose and stemmed flower production. Loose roses are harvested as fully open flowers for garlands, religious offerings, cosmetics and numerous value-added products. The chapter discusses the traditional importance of rose in India and its applications in rose water, gulkand, essential oil, concrete, absolute, incense and other products. It covers origin, distribution, genetics, botanical characteristics and commercially important varieties. Production practices include climate and soil requirements, propagation, planting, nutrient management, irrigation, pruning and pest and disease management. Harvesting, postharvest handling, yield and value-addition opportunities are also discussed.

Marketing is a critical component of loose flower production because flowers are highly perishable and subject to substantial seasonal price fluctuations. This chapter examines important local and national markets, export opportunities, transportation systems and marketing channels. It explains direct marketing, commission-agent systems, wholesaler-retailer networks and emerging contract arrangements. The role of APMC markets in price discovery, grading, auctioning and market access is discussed along with online trading, e-commerce and digital payment systems. The chapter also considers institutional support, export promotion, value addition and crop insurance. Improved packaging, cold-chain infrastructure, processing and market information systems are highlighted as important strategies for reducing losses and improving farmer profitability.

Introduction

Of the five human sensory perceptions, the feelings of sight, hearing and touch have been simulated by artificial sensors quite successfully. Electronic eyes (digital cameras), electronic ears (microphones) and touch sensitive electronic devices are quite common nowadays. In comparison to these devices, the perception of smell and taste are relatively unexplored. Sensing of smell and taste is full of uncertainty and the prevalent technology is at its infancy. Electronic noses for smell and electronic tongues for taste or a combination of both have vast prospects in the field of standardization of quality of food and agro products. In India, proper use of these instruments can revolutionize the quality of the food and agro products, thereby increase the export worthiness of these products. In this article, we have tried to discuss applicability various electronic olfaction technologies like electronic nose and electronic tongue for fish freshness determination. A report on an experiment with electronic nose on fish samples has been presented.

Nanotechnology: The Next Big Thing is Really Small

Nanotechnology can be considered as a brainchild of Richard Feynman, as the conceptual underpinings of nanotechnologies were first laid out in 1959 in his historical lecture, ‘ There is plenty of room at the bottom’. The term ‘nanotechnology’ was not used until 1974, when a researcher, Norio Taniguchi, at the University of Tokyo, Japan, used it to refer to the ability to engineer materials precisely at the nanometer level. The prefix ‘nano’ is derived from the Greek word ‘drawf’. One nanometer (nm) is equal to one billionth of a meter or about the width of six carbon atoms or ten water molecules. A human hair is approximately 80,000 nm wide and a red blood cell is approximately 7000 nm wide¹. Nanotechnology can be defined as the science and engineering involved in the design, synthesis, characterization and application of materials and devices whose smallest functional organization in at least one dimension is on the nanometer scale or one billionth of a meter^2-5. It is a multidisciplinary field, which covers a vast, and diverse array of devices derived from Engineering, Physics, Chemistry and Biology and the cumulative efforts of all the disciplines is necessary for any significant outcome.

Ichthyology: Science dealing with the study of fishes – a class of aquatic vertebrates most of whom depend for respiration exclusively on oxygen dissolved in water (Gr. ichtys = fish + logos = study).

Idiobiont: A parasitoid that prevents its host from developing any further, by paralysis or death; see also Konobiont.

IGR: See insect growth regulator

Ileum: The second section of the hindgut, preceding the colon differentiated region of the anterior intestine of the hindgut preceding the rectum in some insects (Fig. 120).

Imaginal buds: See imaginal disc.

Objective synonym: An absolute or nomenclatural synonym resulting from the proposal either of a replacement name for a supposedly preoccupied name or of names based on the same specimen, illustration, or taxonomic entity (cf. Synonym, Subjective synonym).

Obligate parasite: A parasite that requires a living host to survive and reproduce and which cannot exist in any other way.

Obligatory: Compulsory, or exclusive; e.g. obligatory diapause is a resting stage that occurs in every individual of each individual of each generation of a univoltine insect.

Oblique sternals: Lateral abdominal muscles in other than longitudinal or dorsal-ventral orientation

13.1. Introduction

Diseases of dairy cattle cause huge economic losses. The losses are associated with lower productive and reproductive performances as well as mortality of the valuable animals. The high producing animals are susceptible to various infectious and contagious diseases. The diseases may permanently affect the performance of the animal e.g., mastitis may permanently damage the quarter(s) of the udder. Thus the culling rate of the herd may increase which affects the profitability of the farm. The occurrence of diseases in cattle is preventable. So, steps are needed to prevent the occurrence of diseases as prevention is better than cure. A number of factors are associated with the occurrence of diseases in animals. Disease prevention and control involves measures designed to prevent or reduce as much as possible the incidence, prevalence and consequences of the disease. These measures can be applied to control the reservoir of infection, break route of transmission or reduce the numbers of susceptible. Various new and environment friendly methods have been developed by modification or refinement of the old methods of disease control and prevention.

Game: A species of wildlife hunted or trapped by humans, including upland birds, waterfowl, small game, forbearing, and larger mammals that are within the purview of management.

Gamete: i) A mature sex cell, such as sperm/egg used in fertilization. A reproductive cell whose nucleus and often cytoplasm fuses with that of another gamete during fertilization resulting in the formation of a zygote. Gametes are usually differentiated into male and female gametes. ii)  A male or female reproductive cell, typically the product of meiosis, capable of uniting in the process of fertilization with one of the opposite sex.

Macroclimate: The climate of a region. See also Microclimate, topoclimate.
Macronutrient: A chemical element necessary in large amounts (usually > 50 ppm in the plant) for the growth of plants. Includes c, h, o, n, p, k, ca, mg, s. ‘Macro’ refers to quantity and not to essentiality of the element. See also Micronutrient.
Maggot: Legless larva, especially of a fly.
Main effect: The response to different levels of a treatment factor, measured independently of other factors. In a balanced design such as a randomized complete block, the main effects of levels of a treatment factor are estimated by averaging the corresponding responses over all levels of every other factor.

The main groups of some diagnostically important enzymes are as below:

1. Oxido Reductases
Glucose 6-phosphate dehydrogenase, Isocitrate Dehydrogenase, Lactate dehydrogenase, Malate dehydrogenase, Sorbitol dehydrogenase.

2. Transferases
Alanine transaminase (GPT)    
Aspartate transaminase (GOT)
Creatin binase
Hexose-1 phosphate uridyltransferase

3. Hydrolases
Acetylcholinesterase
phosphatases
Amylases
Pepsin
Trypsin
Lipase

• What is a Neural Network?
• How does an Artificial Neural Network (ANN) work?
• Characteristics of Neural Networks 
• Architectures of Artificial Neural Networks
• Learning Process
• Classification of Learning Algorithms
• Artificial Neural Networks in Agriculture -Intelligent Agent 
• Classes of Intelligent Agents
• Characteristic of Intelligent Agents

• Introduction
• Features of Genetic Algorithm 
• Steps in Executing the Genetic Algorithm
• Applications of Genetic Algorithm
• Artificial Ant Problem

INTRODUCTION

The state of Manipur is located at the easternmost border of India and is characterized by flat valleys comprising of four valley districts (Bishnupur, Imphal East, Imphal West and Thoubal) surrounded by five mild to steep slope hill districts (Chandel, Churachanpur, Senapati, Tamenglong, and Ukhrul). The state is geographically bordered by Nagaland in the north, Burma in the east, Mizoram in the south and Assam in the west. The total geographical area of the state is 22, 327sq. km divided into 20, 089sq. km in the hills and 2, 238sq. km. in the valley. More than 98% of the population in the hill is in rural areas whereas around 60% of the population in the valley is in rural and around 40% are in the urban areas.

The AAS Unit, Imphal is located at 24045' N latitude, 93054' E longitude at an altitude of 774m above msl. The agro-climatic zone of the state covers sub tropical plain zone, sub tropical hill zone, temperate hill zone and sub temperate zone.

INTRODUCTION

It is well accepted that the climatic changes also influence the geomorphic process efficiency and landform development (Ahamad, 1985). Glaciation, sea level changes, flooding and many other geo- environmental events are related with global and regional climatic changes along with tectonic and other non-tectonic factors like natural vegetation, soil, organic development etc. Considering the role of climate on landform development and dynamics of the Late Quaternary climate, a climato-geomorphic study was conducted on the coastal and paleo-coastal areas of the Bengal Basin namely-lower Western (West Bengal coast) and Eastern (Tripura Paleo-coastal Fold Belt Province) Geo-provences. The main objectives of the study were to investigate (i) Development of the landforms during Late Quaternary period with sea level changes and (ii) Climatological influences on the landform modifications.

Vegetables are rich source of nutrients, vitamins and minerals. Phytochemical contents in vegetables and their strong antioxidant potential in scavergering ree radicals have generated tremendous attention among the consumers. Consumption of vegetables has significant health-promoting effect and can reduce the incidence of cardiovascular diseases, cancer, Acquired Immuno Deficiency Syndrome (AIDS) and various other degenerative diseases. Human health, in recent years, has assumed an unprecedented status. The rising population levels, increase in mental stress and changes in dietary habits have resulted in various forms of degenerative diseases including cardiovascular, cancer and ageing. As a result, there has been an alarming explosion in consumers’ interest in health. In recent past, tremendous progress has been made for increasing vegetable production in the country. India has emerged as the second largest producer of vegetables next to China. During 2000-2001, India produced 93.92 million tonnes of vegetables from 6.24 million ha of land, accounting a productivity of 15.0 tonnes/ha. During 1991-1992, total vegetable production was 58.54 million tonnes from 5.59 million ha of land, with productivity of 10.5 tonnes/ha. Thus, in last one decade country has multiplied its vegetable production one-and-a-half times. Presently, India’s share is more than 13.60%. Our country will need to produce 215 million tonnes vegetables by 2015 to meet the demand of domestic and export markets. The increase in vegetable production by increasing area under vegetable cultivation is limited due to continued decrease of land holdings. Hence, it is essential to increase vegetable productivity to fulfill country’s requirements for food and nutritional security and poverty alleviation.

1. A man supplied excess fertilizer and water the grass well. After sometime the leaves turn brown because

   a) Due to water logging

   b) It decreases photosynthesis

   c) Fertilizer is drained in lower layer of soil

   d) Osmosis occurs in root and root dies

2. If roots of plant are removed and plant is placed in water, then what will be happen?

   a) Passive absorption will continue

   b) Imbibition will continue

   c) Active absorption will continue

   d) None of these

1. Chlorophylls

Chlorophyll can be regarded as a true representation of health of green plants. This presumption is based on the fact that chlorophyll is most commonly and immensely influenced by biotic and abiotic stress conditions in addition to events like pathogenic invasion, pollution, mineral deficiencies as well as mineral toxicity. This is the reason that estimation of chlorophyll is considered to be one of the most important parameters in plant physiological studies.

Eukaryotic plant cells possess many types of ‘reserves’, one of them is plastid. A plastid, that contains green colour is known as chloroplast and the green colouration of a chloroplast is mainly due to the presence of a pigment to which we call as chlorophyll. Normally, chlorophyll constitutes about 4% of chloroplast dry weight.

Chlorophyll ‘a’ and ‘b’ are the most abundantly found in all autotrophic higher plants. However, there are other chlorophylls also such as ‘c’, ‘d’, ‘e’, bacteriochlorophyll and bacterioviridin which have restricted presence in blue-green, brown and red algae.

A chlorophyll molecule contains ‘Tetrapyrrole’ skeleton formed into a ring with an atom of magnesium (Mg⁺⁺) in the centre. A so-called ‘Pyrrole’ molecule contains four carbon and one nitrogen atoms arranged in a ring. Four such pyrrols arranged in a ring form the ‘Head’ of chlorophyll molecule. Attached to this is ‘porphyrin ring’, at one point, is a ‘phytol’ tail- a long chain of linked carbon.

ABSTRACT

The over extraction of water from the coastal environment, results in reduction of groundwater resources which has reflected in lowering of water level. In general, the depletion of water level enhances the landward migration of saltwater wedge. Pondicherry is one such region with recent alluvium as the major litho unit. A study has been attempted to calculate the extraction of water and to estimate the amount of recharge into this alluvial aquifer. The monthly water level fluctuation was observed for the study period in eighteen locations (20002002). The highest water level observed during 2000 was taken as the initial water level for the study and the subsequent decline in water level up to 2001 was monitored monthly until the rising trend was noted. This was taken as the fall in water level due to extraction. Keeping this as the initial value increasing trend was studied until there was a notice of decline in water level. This was taken as the rise in water level due to recharge. The spatial representation of these data in the above said eighteen locations were carried out by using GIS and the area occupied by different water level contours were calculated and the amount of water withdrawn was estimated. The maximum recharge was noted in the central and the northern part of the study area when compared to the other regions. Similarly, the maximum discharge was noted in the northern and the southern part of the study area.

Keywords: Rainfall, Recharge, Groundwater Budget, GIS.

The measurement of soil moisture is needed to determine when to irrigate and the amount of water needed when irrigating, to evaluate evapotranspiration, and to monitor soil matric potential. The soil moisture is measured in two ways- direct and indirect methods as follows: