eChapters

1.1 Introduction

Python is an interpreter, high level, general purpose programming language developed by Guido Van Rossum and its first version was released in 1991. There are two major Python versions: Python 2 and Python 3. Both are quite different.

1.2 Beginning with Python Programming

1.2.1 Finding an Interpreter

Before we start Python programming, we need to have an interpreter to interpret and run our programs.

Windows: There are many interpreters available freely to run Python scripts like IDLE (Integrated Development Environment) that comes bundled with the Python software downloaded from http://python.org/.

Linux: Python comes preinstalled with popular Linux distros such as Ubuntu and Fedora. To check which version of Python you’re running, type “python” in the terminal emulator. The interpreter should start and print the version number.

macOS: Generally, Python 2.7 comes bundled with macOS. You’ll have to manually install Python 3 from http://python.org/.

2.1 Operators

Operators are those who perform some specific operation. Python has a wide variety of operators. The various python operators are categorized into:

1. Arithmetic operators

2. Comparison/relational operators

3. Assignment operators

4. Logical operators

5. Identity operators

6. Membership operators

7. Bitwise operator

3.1 Control statement in python

Python statements are executed one by one in the same order as they appear in the program. But there may be some requirement when we want to execute the statements based upon a condition. Even there may be some situation where we want to execute a single statement or multiple statement (block of statement) “n” times till the condition is true. So in order to control the flow of execution of the program python provides us control statements.

There are two types of control statements:

(a) Selection statement

(i) if

(b) Looping condition

(i) While (ii) for

4.1 Introduction to Function in Python

Python Functions is a block of related statements designed to perform a computational, logical, or evaluative task. The idea is to put some commonly or repeatedly done tasks together and make a function so that instead of writing the same code again and again for different inputs, we can do the function calls to reuse code contained in it over and over again. Functions can be both built-in or user-defined.

Function means sub-program

1. Function definition

2. Function call

Example:

def message: #function definition

print(?hello python”)

message() #function call

5.1 String Statement

String in python is stored as individual characters i.e. indexed wise. The index by default starts with 0.

So, here P will be represented by str[0] or str[-6], y will be represented by str[1] or str[-5]

Note: strings are immutable and hence you cannot change the individual letters of string using assignment operator.

Example:

name=“shyam”

Name[0]=“A”

Result error

6.1 List Introduction

1. List is a collection of different values or different types of items.

2. Unlike array in c/c++/java a list is capable of storing different types of values under one roof.

3. The items in the list are separated with the comma (,) and enclosed with the square brackets [].

4. List provides us the facility to store multiple types of in a single unit.

Example:

a=[“ram”,1,“shyam”,12.5]

b=[1,2,3,4]

a[0]=ram

a=[“ram”,1,“shyam”,12.5]

print(a)

print(a[0])

ram

7.1 Tuple Introduction

A tuple is a collection which is order and unchangeable. In python tuples are written with round brackets. Tuples in python are very similar to list which contains different types of elements with the following major differences.

It is declared as

tuple1=(1,2,3,“ram”,“shyam”)

Program implementation import timeit

listtime=timeit.timeit(stmt=“[1,2,3,4,5,6,7,8,9]”,number=1000000)

tupletime=timeit.timeit(stmt=“(1,2,3,4,5,6,7,8,9)”,number=1000000)

print(?List takes time:”, listtime)

print(?Tuple takes time:”, tupletime)

8.1 Introduction to Dictionary in Python

A dictionary is a collection which is unordered changeable and index. In python dictionaries are written within curly brackets, and they have keys and values. Means the dictionary contains two things first is the key and the second is the value.

8.1.1 Create and Print a Dictionary

Example

dict1={‘brand’:‘Suzuki’,‘model’:‘dzire’,‘year’:2020}

print(dict1)

Accessing items: you can access the items of a dictionary by referring to its key name, inside square brackets.

Example

Accessing items: there is also a method called get() for the same task.

dict1={‘brand’:‘Suzuki’,‘model’:‘dzire’,‘year’:2020}

print(dict1)

y=dict1.get(?model”)

print(y)

9.1 Introduction Numpy

Numpy: is apython package which stands for “Numerical python”.

This was created in 2005 by Travis Oliphant.

Using numpy we can perform the following functionalities:

1. Mathematical and logical calculation on array.

2. Fourier transforms and routines for shape manipulation.

3. It has built in functions for linear algebra random number generation.

4. Used for scientific calculations.

5. It is faster than python list.

6. It is fast because it is associated with c programming.

NumPy is often called as an alternate for MatLab (a programming platform designed specifically for engineers and scientists for data analysis, developing algorithms, create models and application etc.)

10.1 Lambda Function

Lambda Function or anonymous function in python programming

A lambda function can take any number of arguments, but can only have one expression.

Syntax:

Lambda arguments: expression only single line

The expression is executed and the result is returned.

Example

x=lambda a:a+10

Print(x(5))

11.1 Introduction

Pandas is an open-source Python Library providing high-performance data manipulation and analysis tool using its powerful data structures. The name Pandas is derived from the word Panel Data - an Econometrics from Multidimensional data.

In 2008, developer Wes McKinney started developing pandas when in need of high performance, flexible tool for analysis of data.

Prior to Pandas, Python was majorly used for data munging and preparation. It had very little contribution towards data analysis. Pandas solved this problem. Using Pandas, we can accomplish five typical steps in the processing and analysis of data, regardless of the origin of data - load, prepare, manipulate, model, and analyze.

Python with Pandas is used in a wide range of fields including academic and commercial domains including finance, economics, Statistics, analytics, etc.

12.1 Introduction Basic Functionality

By now, we learnt about the three Pandas DataStructures and how to create them. We will majorly focus on the DataFrame objects because of its importance in the real time data processing and also discuss a few other DataStructures.

12.2 Series Basic Functionality

Let us now create a Series and see all the above tabulated attributes operation

Example

import pandas as pd

import numpy as np

#Create a series with 100 random numbers

s = pd.Series(np.random.randn(4))

print(s)

Its output is as follows:

0 0.967853

1 -0.148368

2 -1.395906

3 -1.758394 dtype: float64

13.1 Statistical Functions

Statistical methods help in the understanding and analyzing the behavior of data. We will now learn a few statistical functions, which we can apply on Pandas objects.

Percent_change

Series, DatFrames and Panel, all have the function pct_change(). This function compares every element with its prior element and computes the change percentage.

Example

import pandas as pd

import numpy as np

s = pd.Series([1,2,3,4,5,4])

print s.pct_change()

df = pd.DataFrame(np.random.randn(5, 2))

print(df.pct_change())

14.1 Basic Plotting: plot

This functionality on Series and DataFrame is just a simple wrapper around the matplotlib libraries plot() method.

Example

import pandas as pd

import numpy as np

df = pd.DataFrame(np.random.randn(10,4),index=pd.date_range(‘1/1/2000’, periods=10), columns=list(‘ABCD’))

df.plot()

Its output is as follows:

If the index consists of dates, it calls gct().autofmt_xdate() to format the x-axis as shown in the above illustration.

15.1 Data Visualization

Data visualization is the graphical representation of information and data. By using different visual elements like charts, graphs and maps. Data visualization tool provides easy way to see the understand the data and related trend/pattern.

1. There are multiple tools available for data visualization using which we can perform data visualization.

2. In python we can use a library called “matplot” for data visualization.

3. Python based plotting library “matplotlib” enables us to produce 2D as well as 3D graphics i.e. charts/graphs.

4. Pyplot interface of matplotlib is used for representing 2D graphs.

16.1 OOP in python

Object-oriented programming (OOP) is a programming language model which organized object and data.

16.1.1 What is Encapsulation

If same variable is reapet in two different palce then which problem is solved using encapsulation it means one variable is making private otherwise program generate error.

16.1.2 Abstraction

Abstraction in Python is the process of hiding the real implementation of an application from the user and emphasizing only on usage of it. For example, consider you have bought a new electronic gadget. Along with the gadget, you get a user guide, instructing how to use the application, but this user guide has no info regarding the internal working of the gadget.

Another example is, when you use TV remote, you do not know how pressing a key in the remote changes the channel internally on the TV. You just know that pressing + volume key will increase the volume.

17.1 Modules

• A module is a file containing python definitions and statements.

• A python module is (.py file) containing variables, class definitions, statement and function related to a particular task. The major feature of having module is that its content can be reused in other programs, without having to rewrite or recreate them.

• They are executed only the first time the module name is encounter in an import statement.

Type of modules:

• User defined modules

• Built-in modules

Ex.-array, math, numpy, sys, etc.

18.1 Library Introduction

This library contains modules for various types of functionalities. Some commonly use module of python standard library are:

(i) math module: which provides mathematical function to support difference types of calaculations.

(ii) cmath modules: which provides mathematical function for complex number.

(iii) random module: which provides function generation random number.

(iv) staticstics module: which provides mathematical satical function.

(v) urllib module: which provides URL handling function so that you can access websites from within your program.

1. NmPy library, provides some advance math functionalities along with tools to create and manipulate numeric arrays.

2. Scipy library, provides algorithmic and mathematical tools for scientific calculations.

19.1 Python Turtle Graphics

Turtle is a special feathers of Python. Using Turtle, we can easily draw in a drawing board.

First we import the turtle module. Then create a window, next we create turtle object and using turtle method we can draw in the drawing board.

19.2 Some Turtle Method

Example

from turtle import *

t = Turtle() #object in python

wn=Screen()

wn.title(?my first graphic”)

wn.bgcolor(?yellow”) #color filling in window

t.shape(?turtle”) #turtle shape given

t.color(?red”, “green”)

20.1 Unit Testing in Python Programming

The process of testing wheather a particular unit is working properly or not is called unit testing. A unit test checks small component in your application

Example

def testsum1():

assert sum([1,2,3])==6 def testsum2():

assert sum([1,1,1])==6 #assertion error

testsum1()

testsum2()

20.1.1 Step Involved in Unit Testing

(1) Import unittest from library.

(2) Create a class for test and inherit (unittest.TestCase).

(3) Write the test function in the class.

(4) Call unittest.main()

Introduction

Food security is defined as "a situation that exists when all people, at all times, have physical, social and economic access to sufficient, safe and nutritious food that meets their dietary needs and food preferences for an active and healthy life" (The State of Food Insecurity, 2001) (see http://www.who.int/trade/glossary/story028/en/). As of 2015, the concept of food security has mostly focused on food calories rather than the quality and nutrition of food. Thus, food security usually emphasizes food quantity and therefore "nutrition security" is used for the quality dimension. The concept of food security has four dimensions: availability, accessibility, utilization and vulnerability. The interactions among them determine how food secure a country is or how adequate, steady and risk-free food consumption is at the household and individual levels (Kumar and Ayyappan, 2014). Though substantial progress has been achieved in reducing food insecurity, maintaining food security at the national and household level is a major challenge for India (Singh, 2014). The present article briefs about global and Indian scenarios on food security aspects, and the key role of livestock in achieving zero hunger by means of livestock-derived foods such as milk, egg and meat products.

Introduction

In the last two decades, there has been a significant change in the Indian society, not only in the terms of economics following the post 1991 reforms but also in the dietary and health sectors. There is an increasing demand for livestock products, as a result the farming systems are becoming more and more intensive. With the high input intensive agricultural practices on the one hand, the limitations in terms of environmental degradation, loss of biodiversity, health hazards to consumers, etc. are also on the rise which are acting as limiting factors to continue on the same path of intensification. To achieve sustainable intensification of agriculture, mixed crop-livestock systems, combining livestock and cash crops at farm level, are considered to be a good alternative (Russelle et al, 2007; Wilkins, 2008; Ryschawy et al., 2012). These practices benefit the environment by improving nutrient cycling (Hendrickson et al., 2008). In the agriculture based states of India, about 50% of the income is from the crop-livestock systems (Deshingkar et al., 2008). Mixed crop-livestock systems also generate higher economic efficiency in saving production costs through complementaries between crop and livestock (Wilkins, 2008). Apart from direct income by diversifying production, there is an added advantage of reducing risks with regard to market fluctuations (Russelle et al., 2007).

Introduction

Meat has become an integral part of human food to meet the essential nutrients, like proteins. For a balanced diet, a good biological availability of meat is preferred in the modern day era. The per capita consumption of meat in India is only 14g per day as against the actual requirement of 125g. Non availability of quality meat and its exorbitant prices have restricted meat consumption. Increasing the meat production through intensive rearing of various meat animals will help to meet the ever growing demand of a balanced human diet. In the modern era and educational status social taboos are also getting relegated with need of quality proteins.

The very important role of pigs in human life is control of environmental pollution by scavenging the biological waste. Pig converts biological waste material to quality proteins in the form of pork. Pigs have a rapid growth rate, high reproductive efficacy, require comparatively less space, and can be reared on small scale in backyards or as commercial units.

Introduction

India contributes about 5% to the world's eggs and 2.25% to chicken production (FAOSTAT, 2013). Indian Poultry Sector has been one of the fastest growing components of Indian economy with an annual compound growth rate of about 6% and 12% in egg broiler production, respectively. Poultry sector accounts for about 1% of the India's Gross Domestic Product (GDP) and 11.7% of the livestock GDP (National Account Statistics, 2013). With a turnover of over ?600 billion, the sector provides employment to over six million people. The annual per capita availability has increased from 7 eggs in 1961 to 58 eggs in 2012; and poultry meat from 0.16 kg to 2.21 kg during the same period. However, the present availability levels are still far below the ICMR recommendations of 180 eggs and 11 kg meat per capita per annum. Ironically, consumption of poultry products has been highly skewed in favour of urban population. In fact, only 31% of the population residing in urban areas consumes 65% eggs and 70% of poultry meat and in a typical Indian village the egg consumption is not more than 10 eggs per capita per year. Despite higher prices of poultry products in rural areas, the penetrability and reach of poultry products have remained limited in rural India owing to fragmented markets and infrastructural bottlenecks. Sekhon and Tejinder (2007) have estimated that under a moderate growth scenario of 6% per annum in the Country's GDP the demand for meat and eggs is likely to shoot up to 9.7 and 15.32 MMT by 2021 and 2030, respectively. India would be easily able to meet this demand provided, the poultry egg and meat production continue to grow at the current levels.

Introduction

Pastoralism involving rearing of different livestock species makes significant contributions to the economy of developing countries, both in terms of providing employment and income opportunities and in supplying nutrition to rural poor. Pastoralism generally has a mobile aspect, and movement of animal herds in search of fresh pastures and water is a key feature qualifying pastoralism. The term nomadic is used when mobility is high and in irregular patterns; transhumant when there are regular back-and-forth movements between relatively fixed locations; and sedentary for the rest. Pastoralists inhabit zones where the potential for crop cultivation is limited due to steep terrain, extreme temperatures and low and highly variable rainfall. Within this unpredictable, vulnerable and dynamic environment, they have developed successful mechanisms of adaptation to maintain an ecological balance between themselves and the natural environment. Thus, pastoralism is a successful strategy to support a population on less productive land that adapts well to the environment. Transhumance is the seasonal migration of livestock and pastoralists between higher and lower pastures.

Introduction

Advancement in agricultural research has increased productivity however, in recent years, poor linkage of research - extension services hampering the growth of agriculture sector. Firstly, the research problems are investigated without considering the priority of agricultural producers Secondly, knowledge generated at the agriculture research stations is not effectively transferred to the producers. Many studies have identified the weaknesses in the linkages between the research and extension institutions are the major reason for development of technology and its transfer. In most countries including our country, the communication between research and extension agencies is weak (USAID 1982, FAO 1984). Research-extension-farmer linkages are seen to be absent or weak in many instances. At the same time, there are duplications of efforts, with a multiplicity of agents attending to extension work without adequate coordination (Planning Commission, 2008). This ineffective linkage between research and extension has impeded the generation and transfer of technology appropriate for small-scale and resource poor farmers, particularly those who work in relatively low productive and heterogeneous agro-ecological areas (Ewell 1989). Problems in technology generation and transfer arise because these components are considered in isolation (World Bank 1985).

Introduction

The livestock occupies a significant niche in the social fabric of the Indian subcontinent from the dawn of civilization. During the initial days of civilization, animals served human society in many ways. The livestock is not only producing high biological value products i.e., milk, meat but also provide manure for maintaining soil health, draught power for crop production, wool and fiber for apparel industry, low cost means of transport in rural and desert areas, companion for sports and of course a "readily disposable asset" for any kind of emergency expenditure. Hence, livestock represents one of the major driving forces for the growth of the rural economy. As a result, the livestock industry becomes one of the niche sectors of the national economy to propel faster growth along with securing the livelihood of millions of people. During the twentieth century, balanced ration was the key focal point of animal nutrition research either for enhancing the productivity or managing the livestock economy through interventions of knowledge in the areas of improvement of poor quality roughages, bypass protein, bypass fat, mineral supplements, complete feed blocks, vitamins, area specific mineral mixture, feed additives such as antibiotics, ionophores, hormones etc. However, during the beginning of the twenty first century, several issues appeared pertaining to the livestock sector such as feed quality and safety, designer animal products, healthy animal products, ecological treatment for digestive disorder, organic animal production, residues of antibiotics, hormones and heavy metals in accordance with the consumer preference and awareness. In the light of concerns on "transfer of antibiotic resistance genes from animal to human", several nations have imposed bans on application of antibiotics as feed additives. Keeping in view the above perspective, research is underway around the world to find alternatives to antibiotics to guard the gastrointestinal of animals without compromising productivity or product quality of livestock.

Introduction

The modern biotechnologies (animal cloning, stem cells, and transgenesis) have contributed immensely to increasing livestock productivity, particularly in developed countries, and could help to alleviate poverty and hunger, reduce the threats of diseases and ensure environmental sustainability in developing countries. A wide range of biotechnologies are available and have already been used in developing countries in the animal science disciplines, i.e., animal reproduction, genetics and breeding; animal nutrition and production; and animal health. In animal reproduction, genetics and breeding, artificial insemination (AI) has perhaps been the most widely applied animal biotechnology, particularly in combination with cryopreservation, allowing significant genetic improvement for productivity as well as the global dissemination of selected male germplasm. Complementary technologies such as monitoring reproductive hormones, oestrus synchronization and semen sexing can improve the efficiency of AI. Embryo transfer provides the same opportunities for females, albeit on a much smaller scale and at a much greater price. Biotechnologies in animal health are used to increase the precision of disease diagnosis as well as for disease control and treatment. The Biotechnology Industry Organization claims that the genetic engineering of animals in agriculture offers ''tremendous benefit to the animal by enhancing health, well-being and animal welfare'' (Gottlieb and Wheeler 2008). Further, improvements are still needed in product composition and production efficiency, especially in growth, disease resistance, and reproduction. In this regard, transgenic animals stem cells, cloning and other emerging biotechnologies will have important roles in producing more and higher quality animal food.

Introduction

During the last decade, there has been a dramatic increase in use of artificial insemination (AI) by commercial swine producers in many European countries. Till 1990, less than 7% of sows & gilt in the USA were bred by Artificial Insemination. Today, over 70% of the animals are bred by AI. Maybe in a couple of years all swine producers will probably utilize this technology.

In India, it is still in infant stage. Some research work has already been done in scattered ways in various Research Institutes but it is still in the four walls of the laboratory. Some Govt. farms have been doing AI in swine with liquid semen.

Pig is the most important livestock in all Northeastern Hill States and there is no superior indigenous germplasm available in this region. Productivity of local pigs is very low. All through, improvement programmes had undertaken in different state Govt. farms, Central Govt. farms through upgrading with the help of suitable exotic pig breeds like Hampshire, Large Black, and Large White Yorkshire etc. Superior germplasm was distributed to farmers for better productivity. But, improvement till date is not impressive due to lack of superior germless, high feed cost, lack of breeder farmers and lack of incentives to the poor farmers. Maintenance of breeding boar for small farmers is very expensive not only in individual capacity but also on community basis. So, AI is the only tool for quicker, safer, quicker and economic why out for swine improvement like cattle.

Introduction

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

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

Introduction

Any work condition revolves around three main components - the man, machine and environment. 'Man'-is represented by the worker who is either the controller or the executor of an action. Therefore the work output depends on how efficiently the workers are performing. In this context, the health of the worker is of utmost importance. It is one of the prime supporting pillars of productivity. If the health condition declines, efficiency is reduced and productivity suffers. Work involves a variety of physical and cognitive activities performed to achieve a desired or specified productivity. It may include a single individual or a small or large group of people as the worker. It is characterized by a specified duration, specific speed or work pace and a required amount of effort. The performance and efficiency expected from the workers have a direct bearing on the work process or work tool and the work environment. All these stress the bodily systems and affect the health of the worker. The stress could be classified as physiological stress and psychological stress Occupational health deals with the study and maintenance of physical, mental and social well-being of workers in the workplace (WHO, 1957). Occupational Physiology and Ergonomics are related branches of Occupational health that are in particular concerned with the study and maintenance of health and well-being during work.

Introduction

The science of Biotechnology has been making every effort to create new opportunities for the welfare of humanity. Modern biotechnological tools are applied in India to boost fish production through aquaculture as well as conservation of the vast aquatic resources of the country for sustainable utilization. Transgenic technology is widely used in biotechnology, from the generation of genetically modified (GM) foods to the production of pharmaceutical proteins. This technology has been successfully used to develop fast growing super-fish stocks for aquaculture. The main reasons for genetic manipulation of species used in aquaculture are to enhance the growth and efficiency of food conservation, to increase tolerance to environmental variables like temperature and salinity, to produce new colour variants of ornamental fishes, to increase the resistance of species to pathogens, etc. Though the conventional selective breeding approach has proven to genetically upgrade rohu19, it is a rather time consuming process. Traditional selective breeding approaches in combination with transgenesis can bring about faster improvement of selected traits.

Introduction

Mineral imbalance in the animal body produces several problems. Normal dairy animals experience constantly changing nutrient demands and environmental stress during pregnancy and lactation. In the first part of the cycle the negative balance must be held to minimum, later the reserves must be replenished through fine tuned nutritional support for optimum production of the dairy animals. Inadequate blood calcium (Ca), phosphorus (P), magnesium (Mg), or potassium (K) concentrations can cause a dairy animal to lose the ability to rise to her feet as these elements are necessary for nerve and muscle function and are therefore of particular concern in the newly calved dairy animal. Mechanisms for maintaining blood status of these elements concentrations perform efficiently most of the time but occasionally these homeostatic mechanisms fail and metabolic diseases such as milk fever occur. Understanding about cause and predisposing factors behind the same may be helpful to develop strategies to avoid these disorders.

Macro elements have a significant role in normal functioning of the body, including proper reproduction and production. Imbalance of these elements in the body of a peri parturient animal creates severe problems to the animal body and even the productivity of the animal gets seriously affected. Among the macro elements calcium, phosphorus and magnesium with cation-anion balancing elements (sodium, potassium and chlorine) play an important role in normal health of dairy animals during the parturition period.

Introduction

During transition period and lactation, the high-producing dairy cows undergo a period of extensive tissue catabolism because of negative nutrient balance. Homeorrhetic mechanism at this stage ensures that nutrients are partitioned to favour the growth of fetus prepartum and meet the demand of nutrients in early lactation. Simultaneously the homeostasis secures survival of the animal body functions. However, a decline in feed intake in transition period leads to metabolic disturbances and low milk production in early lactation. The postpartum negative nutrient balance impairs immune and reproductive functions in dairy cows and buffaloes. The increased demand for nutrients and decreased dry matter intake results in low circulating glucose and insulin levels and elevated non-esterified fatty acids (NEFA) and ketone bodies postpartum. The energetic status of a cow or buffalo modulates the secretion of hormones that play key roles in growth of ovarian follicles, ovulation, corpus luteum (CL) formation, and oocyte competence. The NEBAL not only limits milk production potential but also has a detrimental effect on immune cells. Negative nutrient balance is associated with changes in the pattern of ovarian follicle growth and oocyte quality and alteration in endocrines. In addition, cows under negative nutrient balance have extended periods of anovulation. These changes could be minimized by supplementing energy rich supplements like prilled fat or any bypass fat preparations.

Introduction

"The new science of nutrigenomics teaches us what specific foods tell your genes. What you eat directly determines the genetic messages your body receives. These messages, in turn, control all the molecules that constitute your metabolism: the molecules that tell your body to burn calories or store them. If you can learn the language of your genes and control the messages and instructions they give your body and your metabolism, you can radically alter how food interacts with your body, lose weight, and optimize your health." (Mark Hyman 2006).

Nutrients have long been considered merely as fuel or cofactors however, it is accepted that diet and feeding strategies play an important role in determining the basic physiological processes that influence the health and wellbeing of animals and ultimately influence the efficiency of production. Traditional research related to animal nutrition mainly deals with either deficiency or excess of the particular nutrient which affects their health and productivity. Subsequently, it was appreciated that nutrients can themselves participate in the regulation of metabolic pathways, for instance through the allosteric regulation of specific enzymes, or by modulating hormone secretion. Shifting of balance between health and disease states involves the complex interplay of genes and the environment, which includes nutrients. The use of systems biology approach in nutrition has attracted both scientists and industrialists during recent decades and a link between diet and health is well established. However, it has often been difficult to easily evaluate the effects of specific nutrients, combinations of nutrients and nutrient interactions because of the lack of straightforward biological indicators that respond to even the simplest changes in nutrition or nutritional status.

Introduction

Increasing public concern regarding the use of pharmaceuticals in livestock feeding due to the emergence of drug resistance has led to an enhanced interest to plant derived bioactive compounds as alternative means to improve livestock health and production. Plants bioactive compounds are the plant secondary metabolites having pharmacological or toxicological effects in animals. Secondary metabolites are formed within the plants as well the primary biosynthetic and metabolic routes for compounds associated with plant growth and development, and are considered as products of biochemical deviate in the plant cells and not required daily for the performance of the plant. Some of them are found to have various important functions such as protection, attraction or signaling in the plants. Most species of plants seem to be competent in synthesizing such compounds. Plants with potent bioactive compounds are often characterized as both poisonous and medicinal, and a beneficial or an adverse effect may depend on the quantity eaten by the animal. Some tropical tree leaves and typical food and feed plants with bioactive compounds with less prominent effects, their intakes are usually considered as advantageous.

Introduction

Genetic programs in livestock have been extensively used to improve their productivity over the last 50 years. The traditional approach of breeding, based on quantitative genetics principle, has been very successful (Schaeffer, 2006), without knowledge of genes increasing or decreasing in herds. Effective progeny testing program and use of genetically proven bulls have made drastic genetic improvement in livestock populations. Further advances in computation for genetic merit have further added to improvement process. Livestock producers presently are focusing on overall development of livestock with improved health, production, reproduction and longevity and therefore, the traits are becoming the part of selection program (Decker et al., 2009). Advancement in molecular biology along with high-throughput genotyping has led to discovery of a number of single nucleotide polymorphisms (SNPs) in livestock (Van Tassell et al., 2008). SNP arrays covering the entire genome may explain most of the genetic variation in important traits of livestock (Meuwissen et al., 2001). These SNPs may act as molecular markers and be used as a substitute for phenotypic selection. This process, in a broad sense is known as molecular or marker-assisted breeding and describes selection strategies including marker-assisted selection (MAS) and genome wide selection (GWS) or genomic selection (GS).

Introduction

Water resource is imperative for the survival of all life-forms on planet earth and defines the limits of sustainable development, without any substitute. Only 2.5% of all water on the earth is freshwater, and of that, around 0.5% is accessible through ground or surface water supplies. The increasing world population, industrialization and climate change is putting additional pressure on water resources. This is also true for livestock sector. As per prediction equations, the requirement of water for livestock will rise from 2.3 billion m³ in 2000 to 2.8 billion m³in 2025 and 3.2 billion m³ in 2050 (Hedge, 2012).

The balance between humanity's demands and the quantity available is already precarious (Karin et al, 2002). Additionally, climate change poses a serious threat to water resources as the climate system and the hydrological cycles are intimately linked, and any variability in climate affects the hydrological cycle. The World Bank report on the water and climate change inter-linkages also reiterated that climate change could profoundly alter future patterns of both water availability and use, thereby increasing levels of water stress and insecurity, both at the global scale and in sectors that depend on water (Alavian et al., 2009).

Introduction

In developing countries, ruminants thrive mainly on poor quality feeds and pastures, whose nutritive value is poor. They are having a low content of nitrogen, energy, minerals and vitamins and high content of lignin and silica, which limit their efficient utilization by ruminants. Therefore, these poor quality feeds and fodder needs to be upgraded in terms of their nutritive value using various treatments like physical, chemical, physico chemical and biological methods to improve intake and utilization of nutrients from poor quality roughages. However, supplementation of critical nutrients like energy, protein, minerals, vitamins also improved the productivity and health of the ruminants (Dass et al., 2011). Availability of oil cakes as protein supplement in developing countries is very poor and at a very high price, This has led to use of non-protein nitrogen source as urea, to compensate for the nitrogen deficiency of fibrous feeds (Dutta et al., 2009). Thus, enhancing intake, digestibility and availability of nutrients from poor quality roughages are only possible through optimization of rumen fermentation. The use of solid multi-nutrient block supplementation /urea-molasses blocks/ multi nutrients blocks/ pashu chocolates to provide optimum levels of various nutrients primarily for better growth of rumen micro organisms. They need rich sources of fermentable nitrogen, minerals and vitamins, which are lacking in the fibrous feeds like cereal straws (Sahoo et al, 2009). This offer several advantages such as easy transport, storage and handling, and reduced risks of poisoning as compared with other approaches, such as giving a small amount of urea in drinking water, sprinkling of urea solution on fibrous feeds before feeding, or urea-ammonization of crop residues (Dutta et al ., 2009).

Introduction

Global warming is chiefly due to combustion of fossil fuels for multifarious energy needs, causing emission of greenhouse gases which trap energy from the sun leading to warming. These climate changes bring in variation in patterns and emergence of new zoonotic diseases to newer areas. These changes sometimes create conducive conditions for the propagation of insect vectors. History shows that most of the diseases have a direct correlation with climatic changes. The survival and propagation of pathogens are directly related to temperature and humidity etc. Extreme shifts in weather patterns resulting from global warming and climate changes adversely affect the ecosystem resulting in new diseases, re-emergence of earlier diseases including emergence of zoonotic diseases. The emergence of the new cholera strain O: 139 and outbreaks of Dengue, West Nile virus and Rift Valley fever in newer and non-endemic areas have been linked with the El Nino effect. The spread of disease agents may be facilitated by factors including environmental conditions, the presence and availability of suitable hosts, the arthropod's feeding behavior and host preferences.

Livestock poisoning by plants is often a result of management errors, range conditions, or the type of animal, rather than just the presence of poisonous plants. Forage availability can be influenced by drought, overgrazing and snow storms, or altered grazing patterns. Animals can become overly hungry during transportation or other management activities that deprive them of food and water for extended periods of time, thus making them more likely to graze toxic plants. Grazing during the wrong season may compromise an animal's ability to select adequate and non-toxic forages (James, 1994).

The toxicity of plants varies with environmental factors such as site, temperature, precipitation, and light, time of day and stage of growth. For example, mature oak leaves are less toxic than young leaves. Cyanogenic plants such as arrow grass are more toxic following a frost or drought condition. Nitrates can be higher in plants following heavy nitrogen fertilisation or during a drought. Certain animal factors must also be considered in livestock poisoning by plants. For example, goats are considered to be comparatively resistant to lantana poisoning than cattle. A hungry animal is more susceptible to poisoning than a full one. A full rumen slows consumption and also dilutes the toxin. Though the animals are exposed to a large number of toxic plants when they are left for grazing, five will be discussed in detail in this chapter. These include lantana, ageratum, eupatorium, oak and ferns (James, 1994).

Introduction

Though, India is bestowed with large livestock population (512.05 million) to which cattle buffaloes, goats and sheep contribute 190.90, 108.70, 135.2 and 65.07 numbers in millions, respectively (DADF, 2018), but at the same time, facing with a great shortage of crop residues, greens and concentrates for animal sustainability (NIANP, 2013). The shortage of these conventional feeds and fodders tropical and sub-tropical regions has already been documented and well recognized (Maneerat et al., 2015). The feed and fodder resources are gradually decreasing throughout India owing to many factors like shrinkage of common property resources and shift towards the cultivation of commercial crops etc. (Biradar and Kumar, 2013). Based on feed production and feed requirement calculated as above, India falls short by 219.2 Mt of green fodder and 226.73 MT of dry fodder (Earagariyanna et al., 2017). India faces a green fodder shortage of 63.5 percent and a dry fodder shortage of 23.5 percent and if the current situation continues then India's green fodder shortage will reach 66 percent and dry fodder will reach 25 percent by 2030 (Jitendra, 2017). This scenario demands the utilization of alternate non-conventional feed resources to sustain and economize livestock farming. The issues can be addressed by those unconventional resources like agricultural wastes which are widely available at low or zero cost and too with minimal treatment may serve as potential nutritional feeding material for animals.

Introduction

Incidence of ectoparasitism is on rise in the livestock population, impeding its production and performance. Those areas which were free of ectoparasites are now under great parasite load because of changing climatic conditions and global warming. Global warming has resulted in vectors shifting their habitats to temperate regions also. Ectoparasites are not only causing irritation to livestock by blood sucking and associated pruritus, they are serving as vectors for a variety of haemoprotozoan and rickettsiae leading to far-flung complications. Major ectoparasites infesting ruminants are ticks, lice, fleas and flies. Though ticks and flies are proclaimed as notorious for transmission of haemoprotozoans, now a days evidences are on rise reporting the role of fleas and lice as vectors for various haemoprotozoan and viral diseases. The need of the hour is to explore more and more ectoparasites to identify their vector potential and their effective control measures. While addressing the ectoparasitism in livestock, another major problem arises with their control. Most ectoparasitism is of seasonal nature at least in temperate areas, while it is a round the year phenomenon in tropics. Only very few compounds are available as ectoparasiticides and used by clinicians, and has resulted in onset of resistance among ectoparasites. New compounds need to be developed and marketed to counter this and at the same time it should be environment friendly also. Lest their rising use can lead to eradication of friendly fauna which can be more detrimental to the ecosystem. Now a days researches are focusing on the development of integrated tick/vector control measures which are making use of minimal chemical compounds and utilizing the synergistic application of farming techniques/practices and cultivating plants of acaricidal properties. In this era of pandemic, zoonotic nature of various haemoprotozoan/rickettsiae affecting livestock is also of concern to the mankind. So, they need to be addressed at the earliest considering their impact. The susceptibility to ectoparasitism varies from animal to animal.

Introduction

Gastro-intestinal parasites are considered as the 'silent killers' and remain hidden or undiagnosed by the livestock owners or veterinarians as the infected animals manifest meagre clinical signs. These parasites often have detrimental effects on the growth and development of animals where they can potentiate mortality especially among young, weak or nutritionally compromised animals. They negatively impact animal health in terms of reduced weight gain, anorexia, digestive disturbance, impaired reproductive performance, condemnation of affected organs, mortality in infected animals and ultimately affect animal production, contributing to huge economic losses to the livestock owners. At present, chemotherapy is the most practical and widely practiced approach to curb these infestations. But frequent and indiscriminate use of anthelmintics imposes a threat on the sustainability of current control measures. Thus, there is an urgent need for incorporation of alternate control approaches while designing our worm control programs, so that we can reduce the usage of anthelmintics and prolong their effectiveness. The effectiveness or success of any worm control strategy is evaluated based on integrated parameters like the ultimate goal of increasing production, minimizing risks regarding drug resistance and considering consumer's concerns about health and environment-associated problems. In general, gastro-intestinal nematode control strategies can target either the parasite population inside the host or the free-living stages of parasites in the environment. Here, we are discussing some of the components of sustainable control measures for these parasites in detail.

The word cereal was derived from Ceres, the name of the Roman goddess of harvest and agriculture. Cereals are grasses (members of the monocot family Poaceae, also known as Gramineae) cultivated for the edible components of their grain (botanically, a type of fruit called a caryopsis), composed of the endosperm, germ and bran. Cereal grains are grown in greater quantities and provide more food energy worldwide than any other type of crop and therefore they are called staple crops.

Pulses may be defined as the dried edible seeds of cultivated legumes. They belong to the family of peas, beans and lentils (Family: Fabaceae). English word pulse is taken from the Latin word ‘Puls’, meaning pouage or thick pap. Pulses are a large family and various species are capable of surviving in very different climates and soils. Pulses are cultivated in all parts of the world and they occupy an important place in human diet.

Cereal grain contains 60 to 70% of starch and is excellent energy rich foods for humans. In almost every country and region, cereals provide the staple food. In the world as a whole, only 5% of starchy staple food comes from root crops (mainly cassava, potato, and yams, depending on climate), whereas the rest is from cereal. Cereals are an excellent source of fat-soluble vitamin E, which is an essential antioxidant. Whole cereal grains contain 20 to 30% of the daily requirements of the minerals such as selenium, calcium, zinc and copper.

The field is ploughed once and harrowed twice or thrice until the soil becomes well puddle. Beds are made slightly raised of 1 – 1.5 m in width and conveniently large in size and drainage channels in between the beds. The total area of nursery required to plant one hectare of land is 20 cents (800 m2 ). This method is suited where assured irrigation facilities are available. The beds should not be allowed to dry because they develop cracks and the seedlings will get spoiled. This method keeps down the weeds in the nursery. Seedlings are transplanted at 21-25 and 25-30 days age for SDV and MDV, respectively. Sparse sowing is recommended in case of hybrid rice. One kg of hybrid seed is sown in one cent area of nursery. This helps in good tillering and robust seedlings and makes it possible to transplant single seedling per hill. Seedlings are planted at 20-25 days.

System of Rice Intensification (SRI) was first developed in Madagascar during the 1980s SRI uses less inputs. It uses less seed, water, chemical fertilizers and pesticides but uses more organic manures. Rice grown with SRI technology has large root volume, profuse and strong tillers with big panicles, more and wellfilled spikelets with higher grain weight

Maize is one of the world’s leading crops cultivated over an area of about 194 million hectares with a production of about 1147 million tonnes of grain (2020). Among the maize growing countries, USA has the largest area followed by China, Brazil, Argentina, Ukraine and India. In respect of production also USA stands first followed by China. Regarding average yield per hectare USA ranks first followed by China. The average maize yield in India is only 3065 kg per hectare which is much lower than most of the maize growing countries of the world.