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Protein supplements can be obtained from animal origin or plant origin. Animal origin has mostly over 47% CP, 1.0% Ca, 1.5% P and fewer than 2.5% fiber while plant origin has mostly less than 47% CP, 1.0% Ca, 1.5% P and over 2.5% fibre. Other sources from which protein supplements can be obtained include NPN compounds, single cell protein etc.
Plant Origin Oil Cakes
In India, oilseeds occupy a significant position in terms of both production area and economic value, ranking second only to food grains. The country is the third-largest producer of oilseeds globally, following the United States and China. Approximately 12-13% of the world’s oilseed cultivation occurs in India, contributing to 6-8% of global oilseed output and 5-7% of the world’s oilseed cake production. Additionally, India is a notable exporter of soybean meal, generating substantial foreign exchange earnings.
The agro-ecological conditions in India are conducive to the cultivation of seven key edible oilseeds, namely groundnut, soybean, mustard-rapeseed, sesame, sunflower, safflower and niger. Furthermore, India also produces two significant non-edible oilseeds: linseed and castor. The country is involved in the production of tree oilseeds as well, including coconut and oil palm.

Introduction

Foods deteriorate in quality due to a wide range of reactions that may be physical, chemical or biological. The various forms of spoilage and food poisoning caused by micro-organisms are preventable to a large degree by a number of preservation techniques, most of which act by preventing or slowing microbial growth. These include freezing, chilling, drying, curing, conserving, vacuum packing, modified atmosphere packing, acidifying, fermenting, and adding preservatives. Thermal processes such as blanching, pasteurization or heat sterilization have long been employed in practice as economic, efficient, reliable and safe food preservation methods.

ABSTRACT

Good Agricultural Practices (GAPs) and Good Dairy Farming Practices (GDFPs) is the need of hours because of the several burgeoning issues like-climate change, low food quality etc. GDFPs concept was introduced in 2004 by International Dairy Federation/Food and Agriculture Organization (IDF/FAO) and it was later updated in 2011. GAPs ensure quality food produce that ultimately leads to better heath. Good Agricultural Practices for dairy farmers is about implementing sound practices on dairy farms – collectively called Good Dairy Farming Practices. These practices need to ensure that the milk and milk products produced are safe and suitable for their intended use, and also that the dairy farm enterprise is viable into the future, from the economic, social and environmental perspectives. Since, dairy farmers are in the practice of producing food for human consumption, they must have confidence in the production of safety and quality of the milk. Since the introduction of the concept in 2004, the importance is growing in various countries, and agencies including private, individual farm house or farmers etc. GAPs and GDFPs underpin the production of food and milk that satisfies the highest expectations of the food industry and consumers. Both of these practices are capable of bring good prices to the farmers at their door steps. But the real issues are that both the practices are labour intensive and requires extra care — so, here the concept of ‘family farming’ may come handy. Today, in Punjab and Haryana due to urbanization the land has become too costly and that’s way these days the whole attention of the farmers including their sons’ are on real estate and that is threat to our sustainable development. So, if we want to attract and retain youth in Agriculture then GAPs and GDFPs are panacea for that- as both have greater scope to fetch fair and remunerative prices of the agricultural produce and product.

The objective of any cropping system is efficient utilisation of all resources such as land, water and solar radiation, maintaining stability in production and obtaining higher net returns. The efficiency is measured by the quantity of produce obtained per unit resource used in a given time.

17.1 Introduction

Factor-factor relationship is concerned with the possibility of substituting one input factor (X1 ) for another input/factor (X2 ) for producing a given level of output. It answers the crucial question of finding out the optimum or least cost combination of two or more resources in producing the given amount of output. The two fold objective of factor-factor relationship is:

In natural farming, feed supplements and probiotics made from organic and locally available materials are essential for improving animal health, digestion,and immunity. These methods provide a sustainable alternative to synthetic additives and antibiotics, aligning with eco friendly farming principles.
Natural feed additives consist of mineral-rich and herbal materials that enhance nutritional intake. Common sources include rock salt, powdered eggshells, bone meal, and herbal preparations made from plants like neem, turmeric, ginger, and ashwagandha. These supplements are valuable in addressing nutritional deficiencies in standard fodder, thereby supporting various physiological functions such as metabolism, reproduction, and disease resistance.
Probiotics, which are beneficial microorganisms, help establish and maintain a healthy gut environment in livestock. They facilitate better digestion, improve nutrient absorption, and prevent harmful bacteria from taking hold in the digestive system. Natural farming relies on probiotic-rich preparations such as Jeevamrit, Amritpani, and fermented cattle urine, all of which contain lactic acid bacteria, yeasts, and other helpful microbes.
Benefits of feeding probiotics are given below:
• Enhanced digestion of fibrous feed, improving energy use.
• Strengthened immune system, reducing dependence on antibiotics.
• Prevention of common digestive issues like diarrhea.
• Increased growth and milk production in livestock.
Homemade probiotic mixtures are commonly prepared by fermenting natural ingredients such as cow dung, jaggery, and fresh cow urine under anaerobic conditions. These cost-effective and eco-conscious preparations fit seamlessly within the framework of natural farming.

Abstract

Manipulation of a large number of genes is often required for the improvement of even the simplest character. Molecular marker trace valuable alleles in a segregating population and mapping them. Genome mapping has emerged as a powerful new approach for research in botany, agriculture and other related fields. Genome mapping methods help to locate specific DNA markers to delineate when one has reached particular gene of interest and forming a molecular map. DNA mapping encompasses a wide range of techniques useful for studying DNA at different levels of magnification. Genetic Linkage Mapping Using Molecular Markers, Development of Genetic Maps, Mapping populations and comparative genomics are elucidated.

Introduction

Understanding biology and genetics at molecular level has become very important for better understanding and manipulation of genome architecture. Molecular markers have contributed significantly in this respect and have been widely used in plant science in a number of ways including genetic fingerprinting, identification of duplicates and selecting core collections, determination of genetic distances, genome analysis, identification of markers associated with desirable breeding traits which are useful in marker assisted breeding, genomics and development of transgenics. Use of these markers also significantly reduce breeding time and cycles required for crop improvement. Molecular level understanding of the inheritance of agriculturally important traits creates new opportunities to streamline plant breeding.

Abstract

Most of the sorghum accessions are landraces, and much of the cultivated area of sorghum is under local land races. The local land races are highly adapted to specific environmental conditions and are useful sources of genetic variation. Under the present investigation one hundred and two local land races of sorghum collected from different geographical origins were evaluated during kharif 2010 and kharif 2011 in order to assess the genetic diversity. The analysis of variances showed highly significant differences among the accessions for all the characters studied.

Milk

Importance

Milk contains approximately 86% water, 4.7% sugar (lactose), 4.1% fat, 4.2% protein and 1% minerals. It supports the growth of micro-organisms and thus is prone to contamination. The purpose of milking a dairy cow is to obtain milk that is fit for human consumption. Milk from the udder of a healthy cow contains very few bacteria and to ensure that it remains fresh for long it should be handled under conditions of good hygiene. Unclean milk can be a source of disease to the consumer, rejected at the market and so is a loss to the farmer, does not keep for long and is not good for processing.

INTRODUCTION

Jasmine is one of the first plants that come to mind when one thinks of sweet fragrance. A single jasmine vine can perfume an entire room or garden. Jasmines have adorned the gardens of central Asia, Afghanistan, Iran, Nepal and many other tropical and sub tropical countries. India exports jasmine flowers to the neighbouring countries like Srilanka, Singapore, Malaysia and also the Gulf. Jasmine contributes substantially to the national economy and annually about Rs. 20 crores worth of flowers are produced in India.

Plants are grown both as shrub and climber. Flowers and flower buds are used for making garlands, bouquets and veni and for religious offerings. Jasmine oil extracted from the flower is highly valued as it is used in manufacturing perfumes, cosmetics, creams, hair oils, soaps and shampoos. Flowers are used in jasmine tea or herbal or black tea. As a medicinal plant, jasmine has traditionally been considered an aphrodisiac and calmative. In India, it is grown in different states especially Tamil Nadu, Karnataka, Kerala, Uttar Pradesh, Bihar and West Bengal because their flower and floral buds are in great demand.

In this chapter we will talk about the tools which are required to make project in artificial intelligence. All this bellow discussed tools are uses python programming language for making any project in any respective field. We have discussed about how anyone can install and use the tools to built a real time project in artificial Intelligence.

Using Python IDE

To download and install Python visit the official website of Python https://www.python.org/downloads/and choose your version. We have chosen Python version as per requirement all the codes in this book were on python version 3.6 as you can see in the Fig. 7.1.

Introduction

The North-eastern region comprises of eight states viz. Assam, Arunachal Pradesh, Meghalaya, Manipur, Mizoram, Nagaland, Tripura and Sikkim lying between 21.5^o N - 29.5^o N latitudes and 85.5 ^o E - 97.3 ^o E longitudes. It has a total geographical area of 262180 Km² which is nearly 8 % of the total geographical area of the country. In the whole of NE region, about 35 % area is plain and the remaining 65 % area is under hills. Whereas in Assam plains account for 84.44 % of its total geographical area and the remaining 15.56 % area is under hills. Net sown area is highest in Assam (34.12 %) followed by Tripura (23.48 %), however, Arunachal Pradesh has lowest net sown area in the region. Cropping intensity is highest in Tripura (173 %) followed by Manipur (152.1 %), Mizoram (136.36 %) and Assam (123.59 %). About 0.5 million hectare area is under shifting cultivation in the NE region. Out of 4.4 million hectare net sown area, roughly 1.4 million hectare lies in hilly sub region and at least 1.3 million hectare suffer from serious soil erosion problem.

The diverse agro climatic conditions, varied soil type and abundance of rainfall offers immense scope for cultivation of different types of horticultural crops, including fruits, vegetables, flowers, plantation crops, tuber and rhizomatous crops and crops of medicinal and aromatic importance. The region has rich diversity of different vegetable crops and both indigenous tropical vegetables and temperate vegetables are grown to a considerable extent. The major vegetables grown in the region are brinjal, cabbage, cauliflower, okra, onion, pea, potato, tomato, knol-khol, radish, carrot, French bean and different cucurbitaceous crops. Tuber and rhizomatous crops like tapioca (cassava), sweet potato, Dioscorea, colocasia, ginger and turmeric grow abundantly in the region.

Botanical Name: Borassus flabellifer L.

Family: Arecaceae

Chromosome No: 36

Place of Origin: Tropical region of Africa, Asia and New Guinea

5.1 Introduction

Palmyrah is a monocotyledon and perennial crop. The word “Borassus” was derived from a Greek word and it means the leathery covering of the fruit and “flabellifer”, means fan-bearer. The distinguishing characters of palm in this genus are their palmate, fanlike leaves and dioecious character, i.e., male and female flowers are borne on separate trees (sex ratio 1:1), allotetraploid (X= 8 or 9, n = 18), the male tree has a heteromorphic XY pair of chromosomes while the female has an XX pair (Sankaralingam et al., 1999). Next to coconut, palmyrah is the most abundant palm found in the world. Palmyrah thrives in arid conditions and is grown extensively in Tamil Nadu. Palakkad district of Kerala is popularly known as land of palmyra trees. Palmyra trees are known as the icon of this district and have a vast cultural, heritage and literary association.

Introduction

ICT in agriculture is an emerging field focusing on the enhancement of agriculture and rural development. It involves applications of innovative ways to use ICT in rural domain. The advancement in ICT can be utilized for providing accurate, timely, relevant information and services to the farmers, thereby facilitating an environment for more remunerative agriculture. (Mahant et. al. 2012). Information and Communication Technology (ICT) in agriculture can act as a driving force in the development process. It facilitates marketing decisions, directs the competitive process and simplifies marketing mechanisms. Accuracy, Availability, Applicability and Analysis are the four ‘A’’s of marketing information; a farmer may decide how much to produce, when and where to sell and a trader may expand trade (Behera, 2015). Social media is the new upcoming area in agricultural marketing that has blogs, microblogs, pages, groups etc. It saves time and cost of the farmers for getting information. Facebook is the most likely social media for pages and profiles.

Paracelsus recognized more than 400 years ago that it is “the dose that makes the poison.”Deliberate or inadvertent over dosages may cause illness, and a misplaced decimal in water or feed medication concentrations frequently results in toxicity. A general feature of modern complex poultry rations, feed mill equipment, and feed delivery to poultry farms is that any component included in a ration may at some time be mistakenly included at a higher than desired rate. This may occur through human or mechanical error. For example, sulfaquinoxaline poisoning occurs in meat-type chickens, even at recommended doses, because of high water intake in warm buildings, particularly in hot weather, or because of poor feed mixing.

Poisonous substances are widely distributed in nature. Poisoning occurs more frequently in free-range and backyard flocks and in village poultry where birds forage in neighboring gardens and fields or receive household waste and weeds cut from roadsides and fields. Some of these poisonings are malicious. Contaminated litter on the floor and in nest boxes is an added source of toxins in chickens not raised on wire.

At an Agri Summit, I had a very difficult task to chair a session on “Sustainable Future”, with two well-known but extremely opposite personalities. On my left was a globally well-known environment activist talking about all the evils of chemical fertilizers and chemical pesticides. On my right was the President of Pesticide Association with equally strong views about how the chemical pesticides have greatly helped in feeding the hungry world. My task was further made difficult by a large lobby of green activists in the audience and also a number of seasoned industrialists with opposite views. Such a scenario is becoming increasingly common.

Livestock economics and marketing plays an important role in the economy of farmers in the country. Marketing of goats and goat products suffers from many drawbacks such as involvement of middlemen, avoidable marketing cost, and unnecessary transportation, mortality of animals during transit leading to exploitation of both producers and the consumers. Goat keeping and marketing is fraught with risks. Risks in goat keeping can be managed or reduced but cannot be completely eliminated. Some of the precautions needed include following the recommended systems of management and health care, use good feeding and vaccination schedules and master the art of marketing. Marketing of goat is under the hand of unorganized sector and middleman oriented. Goat producers themselves are most often involved in informal market systems which lead to underestimation of goats’ contribution to the rural and national economy. Goats from villages are sold to middleman or butcher or in the local goat market that go to the slaughterhouses of organized or unorganized sector. Male goat is sold at the age of 12-15 months and at higher prices. However, farmer grows the male goat to sell in festive season for more profit. Market Goat price is highly variable. It differs from region to region. In area where good breeds of goat found, the prices are more for these animals. It also depends on health, body status, production potential and market demand for meat/milk of animals. Infact, male goat is sacrificed before God in many places. Goat market price gets higher during the festive season of Bakrid. “Bakra bech rahe ho ya sona,” a customer was heard exclaiming at Nai Sadak Mandi, considered the biggest goat market in Kanpur. During Bakri Id, male goat is sold even at the cost of Rs 30-35 thousand. Similar stories are commonplace in most other goat markets. Lame and ailing goats are not purchased by customers for sacrificial purpose. For this purpose goats which are at least a year old are purchased. They are recognised by their two teeth.If animal is young one (1-2 yrs old & or pregnant), then price is higher than old animal. Female goats are sold to market for slaughter at the end of their productive life (Spent goat. Normally goats are sold on lot basis and not on body weight basis. With advancing knowledge, the farmers are now demanding price on body weight basis.

Papaya is an ideal fruit crop for growing in kitchen garden, backyards of home as well as orchards, especially those places nearer to cities or big town. It is also grown as a filler plant in orchard. The ripe fruits of papaya are consumed throughout the tropics and sub tropics. Fruits are also used in preparation of jam, soft drinks, ice cream flavour, crystalized fruits and syrups. Unripe fruits are commonly used as vegetables. Papain is prepared from the latex of immature fruits. It is proteolytic enzyme used for tendering of the meat, preparation of chewing gum and cosmetics etc. The ripe fresh fruit is rich source of vitamin-A (2500 I.U.), carbohydrates and minerals (Singh, 1969). Papaya on account of producing fruit in a short period after planting has attracted the attention of fruit growers to be cultivated on a large scale in the country. It is known as wholesome fruit which is valued for its nutritional and medicinal properties. Due to its nutritional, industrial and export demand, papaya is recognized the most potential fruit crop for its economic cultivation. The variable sex forms, propagational problems, susceptibility to frost and water logging, fungal and viral diseases are well identified problems in its cultivation. Economically the production life of papaya is 3 years and every time new plantation has to be raised. Papaya being transplanted at closer spacing is highly suitable for high density planting. Now high yielding variety with better fruit quality are needed to boost the production under varied agro edaphological situation.

According to the present state of our knowledge, sixteen-elements are considered to be essential for plant growth and development. These nutrients are chemical elements, which are absorbed by the plants in more or less quantity to transform light energy into chemical energy and to keep up plant metabolism for the synthesis of organic material. These elements are regarded as essential in higher plants.

These are Carbon, Hydrogen, Oxygen, Nitrogen, Phosphorus, Potash, Calcium, Magnesium, Sulphur, Zinc, Manganese, Copper, Iron, Boron, Molybdenum and Chlorine. Carbon, Hydrogen and Oxygen are obtained from air and water. Carbon makes up the great bulk of the plant and is obtained from carbon dioxide in the air. Hydrogen is derived mainly from the breakdown of water. Oxygen is obtained from air as well as water. Other thirteen elements are obtained from mineral and organic components of the soil. These elements are further grouped into major/macro and minor/micro-elements. The nutrients that are required in relatively larger quantities are termed as macro elements. Micronutrients that are required in relatively lesser quantities are termed as micro nutrients.

Introduction

It refers to action which are taken with an aim to provide value to customers developing a competitive advantage by encashing upon the strength areas. In case of business Organisation with multiple business, where each business is considered as Strategic Business Unit (SBU).

• It address the following issues

 • Satisfying the Customer needs

 • Achieving an edge over its competitors

 • Avoidance of competitive disadvantage

Michal Porter Generic Competitive Strategy aim to develop position in long run to outperform the competitors. The three strategies includes:

• Cost Leadership: Providing quality product at low cost

• Differentiation: Providing unique goods and services

• Focus: Cost and differentiation focus