eChapters

Setting

The basic difference which dovetails most of the animal breeding experiments is the unbalancedness of the data collated with respect to factorial classes thereby making non-orthogonal nature of the effects involved ubiquitous. Henderson, C.R. (1953), through a series of seminal works dealt with these types of data and came out with three distinct methods to estimate the variance components emanating out of such non-orthogonal animal experiment data. Before discussing those methods, let us delve a bit on the challenges in estimating the variance components in animal breeding data. There are two major reasons, first, several methods of estimation are available (most of which are reduced to the analysis of variance method for balanced data), but not one of them has yet been clearly established as superior to the others. Second, all the methods involve relatively cumbersome algebra; discussion of unbalanced data can therefore easily deteriorate into a welter of symbols, a situation which functions as the anti-appetizer to applied researchers.

A safe starting point towards understanding the nuances of dealing with unbalanced data could be the paper by Henderson (1953) which is quite seminal in nature. The methods described have been often referred to as the gold standard in the area of estimating variance components from unbalanced data for many years to come. Of the three, method 1 is simply an analogue of the analysis of variance method used with balanced data and method 2 is used to correct a deficiency of method 1 that arises out of mixed models and the last one is quite different and involves the method of fitting constants so often used in fixed effects models. Let us see these methods in a bit more detail in the ensuing passages.

Abstract
Climate change is a significant threat to global fisheries, affecting the livelihoods of approximately 39 million people engaged in fishing. This chapter discusses the challenges fishermen face due to climate change, ranging from environmental to social and economic issues. Rising sea levels, warmer ocean temperatures, and unpredictable weather patterns disrupt fish populations and traditional fishing methods, resulting in severe socio-economic difficulties for coastal communities. Trends concerning marine heatwaves have doubled since 1982, while ocean acidification is on the rise; these trends form a complex set of problems for fishers. Besides changing fish distribution, it causes damage to essential habitats and, thereby, further endangers marine biodiversity. Economic impacts include reduced catches and increased operational costs, combined with market fluctuations that can threaten their financial stability. Socially, the effect of climate change increases health and safety risks and creates mental health problems due to economic instability. Traditional fishing knowledge is becoming less relevant because fishermen must adapt to new circumstances. The chapter strongly emphasizes the need to develop adaptive strategies involving community-led and government-supported programs that strengthen the ability of fishing communities to build resilience. Fishermen can benefit by changing the marine resource landscape through a greater focus on more resilient species and modifications in practice. Finally, the chapter concludes by arguing for a holistic approach to address these interconnected challenges to ensure the
sustainability of fisheries and the livelihoods of those who depend on them in the face of ongoing climate change impacts.
Keywords: Extreme Weather, Economic Damage, Habitat Degradation, Environmental Challenges

Introduction to the Salmonid Family (Trout’s and Salmon)
The Salmonidae constitute the only extant family of ray-finned fish in the order Salmoniformes, with 11 genera and more than 200 species collectively referred to as "salmonids" or "salmonioids". This family includes all coldwater mid-level predatory fish found in subarctic and cool temperate waters in the Northern Hemisphere, such as char, graylings, freshwater whitefish, taimens, lenoks, and salmon (both Atlantic and Pacific species). In addition to being the Exclusively Distributed by NIPA GENX Electronic Resources and Solution Pvt. Ltd. New Delhi eponym of its genus, the Atlantic salmon (Salmo salar), has also been given the names of its family and order as well. Among teleost fish, salmonids have a relatively primitive appearance, with pelvic fins in the rear and an adipose fin at the rear. There is a single row of sharp teeth in their mouth, along with rounded scales and forked tail fins (Mc Dowell, 1998). Salmonids vary greatly in size, and the smallest reach only 13 cm (5.1 in) when adults, while the largest reaches 2 m (6 ft 7 in) (Pauly et al., 2008). Salmonids are migratory fish that spawn in the shallow gravel beds of freshwater headstreams, develop into juveniles in rivers, creeks, small lakes, and wetlands, and then migrate downstream to spend the majority of their adult lives in larger bodies of water upon reaching maturity. Often euryhaline, salmonid species migrate to the sea or brackish estuaries as soon as they reach adulthood. Just for breeding purposes, they migrate back to the upper streams. Some freshwater salmonids that migrate only between lakes and rivers are referred to as potamodromous, whereas the life cycle of these sea-run salmonids is known as anadromous. In the middle food chain, salmonids are carnivorous predators that eat smaller fish, crustaceans, aquatic insects and larvae, tadpoles, and occasionally fish eggs (even those belonging to their own species), which are then eaten by larger predators. Salmonids are regarded as keystone organisms that contribute biomass to freshwater and terrestrial ecosystems as a result of their mass migration from oceanic to inland waterbodies. Three lineages of salmonids are currently recognized, each classified as a subfamily: Coregoninae (freshwater whitefish), Thymallinae (graylings), and Salmoninae (trout, salmon, char, taimens, and lenoks). Each of the three lineages is generally accepted to belong to a monophyletic group based on derived traits (McPhail and Strouder, 1997).
Salmons and trouts are well-known for their economic importance as both sport fish and commercial products. Trout and salmon stocks are stocked worldwide each year for sport and commerce. Millions of salmon and trout are hatched, raised, and stocked every year as part of government investment programs. To meet market and restaurant demands for trout, a large private industry has developed—especially in Denmark, Japan, and the U.S. Scientists are confronted with the challenge of perpetuating and increasing the abundance of salmon and trout because of the increasing human population and industrial and agricultural demands on rivers. Among heavily populated regions, the demand for trout outstrips the supply. As a result, state and federal agencies in the United States have initiated massive programs to raise and stock trout in heavily fished waters. The artificial abundance of trout, however, is not a good substitute for the natural abundance of the fish.

Introduction

Digestion may be defined as the hydrolytic process carried out by various enzymes for breaking down complex food components such as proteins, fats and carbohydrates into simpler molecules like amino acids, fatty acids and monosaccharides, respectively. Whereas, absorption may be defined as the movement ofthese simple soluble digested food componentsalongwithvitamins, minerals and water from gastrointestinal track into the circulatory system.

The process of digestion starts from oral cavity (mouth) and ends at large intestineincluding tongue, teeth, jaws,secretions from salivaryglands (parotids, sub maxillary or submandibular and sublingual glands), pharynx, esophagus, stomach, small intestine and digestive enzymes secreted from pancreas and liver.

8.1 INTRODUCTION

Amaranth is one of the oldest food crops in the world, with evidence of its cultivation reaching well back to 6700 BC. The genus Amaranthus consists of nearly about 60 species, which includes leafy vegetables, vegetables for grains, ornamental plants as well as weeds. The word amaranth has actually been derived from the Greek word amarantos, which means unwithering and the people who used it symbolize immortality. The Hindi term for amaranth, Ramdana, means God’s own grain. Amaranthus tricolor L. is the most common species grown as leafy vegetable during summer and rainy season in India but it can be grown throughout the year. It fits well in crop rotations because of its very short duration and large yield of edible matter per unit area. The estimation of the extent of its cultivation is not available. Green or leafy types are usually grown in kitchen and market garden. Amaranth is more widely used as a potherb. The grain Amaranthus species are popular in the high lands of tropical and sub-tropical America. It is gaining importance in the Indian plains also, particularly in Gujarat and Maharashtra. Grain types are usually grown as mixed crops along with cereals, pulses and vegetables.

The leaves and tender stems of Amaranthus are rich in protein, minerals, vitamin A and vitamin C. A 100g of edible portion of Amaranthus consists of Protein 4.0 g, Calcium 397 mg, Iron 25.5 mg, Magnesium 247 mg, Phosphorus 83 mg, Potassium 341 mg, Sulphur 6 mg, Vit C 99 mg and Vit A 9200 IU. Besides, the soft fibrous matter provides necessary roughage in the diet

The fresh tender leaves and stem of Amaranthus are delicious when cooked and consumed like other leafy vegetables. The tiny seeds of grain Amaranthus are parched and milled for flour. Amaranthus flour compares favourably with other cereals in taste, nutritional value and yield. The grain Amaranthus is a rich source of protein and essential amino acids like lysine, leucine and isoleucine which are required for growth of children. In spite of several advantages of amaranth as leafy vegetable, both its stems and leaves also contain the anti-nutritional factors such as nitrate and oxalate, which can be removed by cooking with ample water. In general, the presence of oxalates causes the kidney stone, while that of nitrates causes methaemoglobin in blood. Therefore, it is recommended not to consume leaves of more than 200 g/day/head.

A model is something that mimics the behavior of some real system of interest. Our interest here will be in water quality models, which are usually equations, and which predict some result based on factors that influence that result. A water quality model is a representation of a real system. The essence of a good water quality model is that it is simple in design and exhibits the basic properties of the real system that we are attempting to understand. The model should be testable against empirical data. The comparisons of the model to the real system should ideally lead to improved mathematical models. The model may suggest improved experiments to highlight a particular aspect of the problem, which in turn may improve the collection of data. Thus, modeling itself is an evolutionary process, which continues toward learning more about certain processes rather than finding an absolute reality.

Water pollution is a large set of adverse effects upon water bodies such as lakes, rivers, oceans, groundwater caused by human activities. Although natural phenomena such as volcanoes, storms, earthquakes etc. also cause major changes in water quality and the ecological status of water while these are not deemed to be pollution. Water pollution has many causes and characteristics. Increases in nutrient loading may lead to eutrophication. Organic wastes such as domestic sewage and farm waste impose high oxygen demands on the receiving water leading to oxygen depletion with potentially severe impacts on the whole ecosystem. Industrial discharge a variety of pollutants in their wastewater including heavy metals, organic toxins, oils, nutrients, and solids. Discharges can also have thermal effects, especially those from thermal and nuclear power stations, and these too reduce the available oxygen. Siltbearing runoff from many activities including construction sites, forestry and farms can inhibit the penetration of sunlight through the water column restricting photosynthesis and causing blanketing of the lake or river bed which in turns damages the ecosystems the process is called as eutrophication.

Pollutants in water include a wide spectrum of chemicals, pathogens, and physical chemistry or sensory changes. Many of the chemical substances are toxic or even carcinogenic. Pathogens can obviously produce waterborne diseases in either human or animal hosts. Alteration of water’s physical chemistry include acidity, conductivity, temperature, and excessive nutrient loading. Even many of the municipal water supplies in developing countries can present health risks leads to many diseases.

Introduction

The use of drones, or Unmanned Aerial Vehicles (UAVs), in the agriculture sector has ushered in a new era of precision farming. These versatile flying machines equipped with advanced sensors and cameras have the potential to transform various agricultural activities, resulting in increased productivity, reduced costs, and more sustainable practices.

This chapter explores the history of drones, their components and functioning, the numerous agriculture activities where drones can be employed, the benefits they offer, real-world use cases, challenges in adoption, and possible solutions to fully realize their potential in the agriculture sector.

Introduction

Regression analysis is one of the most widely used techniques for studying relationships involving multiple variables for analysing data by expressing a relationship between a variable of interest (the response) and a set of related predictor variables. The regression models include linear and non linear approaches assuming appropriate functional forms. A good account on regression analysis and related topics can be found in Draper and Smith (1998), Montgomery et al. (2001), Chatterjee and Hadi (2006) etc. In this write-up, regression model fitting, some of the detection techniques which are useful in detecting the problem of multicollinearity between the so-called ‘independent variables’ and also outlier detection in data are discussed. Linear regression with qualitative regressor variables is also discussed. Moreover, variable selection procedures, goodness of fit measures for model adequacy and validation are also discussed. In addition, non-linear regressions viz., logistic (both binary and multinomial) when the response variable is qualitative are also covered.

Multiple Linear Regression Modeling

Let the response variable (variable to be forecasted) be denoted by Y and the set of predictor variables, by X1 , X2 , …, Xp , where p denotes the number of predictor variables. The true relationship between Y and (X1 , X2 ,…,Xp ) can be approximated by a multiple linear regression model given by

Statistics as a wide subject is used in almost all disciplines especially in research studies. Statistics provides scientific tools for representative data collection, appropriate data analysis and summarization of data and inferential procedure for drawing valid conclusion in the face of uncertainty. Each and every researcher should have some knowledge in Statistics and must use statistical tools in his or her research, one should know about the importance of statistical tools and how to use them in their research or survey. The quality assurance of the work must be dealt with: the statistical operations necessary to control and verify the analytical procedures as well as the resulting data making mistakes in analytical work is unavoidable. The emergence of statistical software in the twenty-first century has helped different researchers in the physical and social science to improve in the quality of research. Most renowned researchers in adopting this software in their data analysis have been able to identify the immense contribution to research findings (Adetola, 2013). Any quantitative research cannot be done effectively without Statistical Software. Moreover, it enables research data for easy presentation. It helps professionals to interact with data thereby paving way for creativity and innovation. Some are user friendly interface with drop-down tips for beginners (ATS, Ucla Edu, 2014). Advances in technology have improved all our lives (Akindutire, 2013) and has allowed experts greater freedom to come out with results within a twinkle of an eye than ever before where it takes time to finish analysis. This same technology has offer tremendous opportunity to research and keep research as a more interesting field of study. This study is significant, because it is an attempt to measure the direct impact of different statistical software on research analysis.

Galactan : It is a polysaccharide in which major monosaccharide subunit is galactose and often found among the pectic substances of cell walls.

Galactoblast : It is also called colostrums. It is female’s first milk after parturition.

Galactometer : It is an instrument used for recording the specific gravity of the milk.

Galactorrhea : A spontaneous flow of milk from the nipple is called galactorrhea.

INTRODUCTION

Phalsa, Grewia subinaequalis DC (syn. Grewia asiatica L.) is native to the Indian sub-continent and South-East Asia and belongs to family Tiliaceae, to which jute, our major money earning fiber crop, also belongs.Phalsa has been mentioned in our Vedic books and is native to India and other parts of southeast Asia, including Pakistan, Sri Lanka and Bangladesh. It is known by many names viz., Hindi (Phalsa, Shukri, Tadachi, Dhaman, Parusha); English (Indian phalsa, phalsa); Bengali (Phalsa, Shunkri); Kannada(Phulsa), Telegu (Phutiki), Tamil (Unnu), Malayalam (Chadicha) Gujarati (Shukri), Filipino (Bariuangulod) and Thai (Potaohai,Yapkheethao,Malai,Laikhon). The plant is commonly known as Gangeran. Grewia species is one of the best examples of multipurpose fruit species which are useful source of food, fodder, fiber, fuelwood, timber and a range of traditional medicines which cure a number of diseases (Sharma and Patni, 2012). 

Introduction

Canning is the general term applied to the process of packaging a food in a container and subjecting it to a thermal process for the purpose of extending its useful life. An optimal thermal process will destroy pathogenic (disease-causing) Bacteria, kill or control spoilage organism present and have mineral impact on the nutritional and physical quality of the food. Although we thing of canning in term of steel or possible aluminium cans, the principle apply equally well to a variety of food containers such as glass jar, plastic and foil laminated pouches, semi rigid plastic tray or bowls, as well as metal cans of any one of several shapes, including cylindrical, oval, oblong or rectangular. The concept of aseptic packaging (sterilizing the food and the container prior to filling and sealing) also follows the same principles.

Introduction

Gamhian concept of development gained inspiration from villages where local resources met the optimum needs of the poorest of the poor. Gandhiji was of the view that the process of development of the Nation must begin from its villages. In a country like India, where villages are in the majority the prosperity of the Nation can only be ensured when fanners are considered as development managers. The economic liberty of individuals and villages in effect will lead to the prosperity of the Nation. The anomaly in this regard in our country can be seen in the overcrowded cities and desolated a village that is indicative of major gaps in our approach. Acute migration has created a dearth of strong hands in the villages resulting in overcrowded cities, putting tremendous strains on its infrastructure. Thus economy and-ecology of most regions in the country, both rural as well as the urban areas are threatened.

The Independence has been attained by the nation 65 years ago but Economic Slavery is pervasive everywhere in the Rural India. There must be an Economic Independence drive in the country. This will check rising Economic inequity between rural urban regions.

2.1 Historical Development

We have seen in Chapter 1 that modeling is about establishing cause effect relationship. Perhaps one of the earliest attempts in this direction is made as early as 1848 in Germany where it was tried to establish a relation between purity and pollution to the occurrence of certain biological organism. But as far as water quality modeling is concerned the first major breakthrough in this direction is the effort of Streetor and Phelps (1925) in oxygen sag curve. They developed model for estimating DO and BOD in Ohio River. The work of O’Conner (1962) for bacteria models are major milestone in pre-computer era modeling.

With the advent of computer during 1960s complicated kinetics and time variable simulation came into being. Most of the workers presented their efforts in terms of linear programming based water management models concerning waste discharge. Thomann(1963) has formulated linear programming based models for dissolved oxygen in an estuary. So a stage is set for study of eutrophication through modeling, but the problem is determination of values of various parameters in these equations.

During 1970s models expanded in terms of complexities mainly because of enhanced computational facilities. Two dimensional and dynamic framework has started replacing one dimensional steady state configurations. In the same year, Di Toro presented an analysis of the steady state two dimensional concentration distribution that results in the horizontal plane from the continuous discharge of a non-conservative substances (DO and BOD) into an infinite body of water.

Abstract

Irrigation tanks (Traditional water harvesting structures) are our heritage handed over to us by our ancestors and are the lifelines of villages. Tanks are small irrigation structures predominantly serve small and marginal farming communities to sustain the agriculture production by supplementing the monsoon rains. There will be festivities in the villages if its irrigation tanks get filled. A proper maintenance of the tanks will prevent famine, starvation and unemployment and bring in prosperity. In most of the Southern states in India, the major threats to tanks are mainly from the encroachers, inefficiency in the functioning of tank system and improper use by the government itself. Tank irrigation in Andhra Pradesh has played a vital role in the development of its agricultural economy. There are around 79,000 small and minor irrigation tanks providing water for irrigation and domestic use, supporting grazing land, fuel wood growth and ground water recharge. Many of these tanks are hydrologically linked in chains (called tank cascades) that cut across administrative boundaries. With deteriorating tank systems, marginal and small farmers are increasingly at the mercy of monsoon and are forced into a cycle of deprivation and debt. These ancient irrigation systems still function as a crucial element in supplying water for agriculture, and they constitute one of the richest sources of wetland biodiversity in the country. A tank system in a cascade has a small reservoir catchment, the reservoir, a strip of trees downstream of the reservoir that act as wind-breaking barrier, paddy fields, and the village. The village tanks play significant role in food production sector and provide employment in the rural sector. In addition to providing irrigation water, the tanks made the micro-climate pleasant and cool, provided a rich biodiversity and agro-biodiversity

Abstract
The assistance/credit provided by banks is classified as priority sector lending and non-priority sector lending. Priority Sector Lending (PSL) is one which has got the order of preference over other sectors by the target groups in availing bank credit as per the directives of RBI. It is one of the important steps taken by the government for the cause of rural development. It involves rising the socio-economic status of the rural population on sustainable  basis through the optimum utilization of local resources. In the words of Planning Commission1 rural development could be achieved through strategies, policies and programs  for the development of rural areas and the promotion of activities carried out in such spheres as agriculture, forestry, fishing, rural crafts and industries, the building up of social and economic infrastructure, with the ultimate aim of achieving a fuller utilization of available physical and human resources and earns higher income and better living conditions for the population. According to Desai2, the preamble to the Bank Nationalization Act, 1970 clearly lays down that the banking system has to function in alignment with priorities and objectives. According to Srinivasan3  during 1969-89, the PSL has considerably increased and radical transformation has taken place in the allocation of pattern of credit. The trend analysis in between 1969-89 indicated that banking system has achieved a good blend of social and commercial banking.

Abstract

With increasing population and subsequent human requirements; the generation of municipal solid waste (MSW) has increased all over the world. In India, the safe disposal of the municipal solid waste still remaines a problem for the authorities concerned. Depending upon the nature and type of the MSW, there are physical and chemical methods for the disposal of the waste, but these methods have their own limitations. Those limitations may be overcome by biological methods. Higher number of microorganisms are present in MSW which may either be pathogenic or nonpathogenic. These microorganisms may play a vital role in bioconversion of MSW into compost. The compost thus produced is useful in increasing soil fertility and reducing the concentration of the waste.

RECTAL EXAMINATION

It provides practically all the information required.

It is the simplest, accurate and reliable method with no cost involved.

Things Required

A full arm rubber sleeve with attached glove or disposable plastic glove.
A rubber or plastic apron.
Non-irritant soap or lubricant.

Introduction

Thermal processing is an important treatment for food preservation is, especially in the manufacture of shelf-stable foods with specific nutritional properties. It is also indispensable for determining the sensory properties, particularly, colour, flavour, and texture of fried, baked, and roasted products. As a result of heat treatment, chemical changes induced, and a plethora of new molecules are formed in foods, some of which have been claimed to be health-promoting antioxidants and anti-mutagens. However, reports suggest that thermal processing leads to the formation of certain toxic compounds, so-called process-induced contaminants in foods. The process-induced toxicants are certain compounds which are formed in food as a result of food processing, exert adverse toxicological effects, and cause potential health risks to humans. Acrylamide, furan, chloropropanols, heterocyclic aromatic amines, polycyclic aromatic hydrocarbons, and N-nitrosamines are some well-known examples of thermal process contaminants.

Introduction

The business models, in general are based on traditional ways of strategy formulation and implementation, leading to incremental and non- disruptive change in the nature of business and agri-industry practices. In today’s knowledge environment, we know that agri-businesses cannot survive by just running harder, but rather by running differently and “smarter” than competitors. (Seven et.al, 2005). This article suggests a sense-testing tool for the extensionists and administrators to enable disruptive innovation of extension-led business models through examples and case evidence.

Business is fundamentally concerned with creating value and capturing returns from that value. The term creating and capturing value reflects two fundamental functions that all extension organizations must perform to remain viable over an extended period of time. Successful extension organizations (SEOs) create substantial value by doing things in ways that differentiate them from the competition. The SEOs might develop core competencies, capabilities, and positional advantages that are different from those of competitors.