eChapters

Integrated nutrient management is considered to be the key for achieving higher yield of crops and cropping systems. In general, the productivity of pulse crops has remained low mainly for two reasons: cultivation on agriculturally marginal soils and little if any crop inputs. Among production inputs, fertilizer plays a key role in pulses too like other crops for enhancing productivity levels. Most of the pulses fix atmospheric N, which is the predominant mechanism to meet their N requirement. It can enrich soil fertility by fixing nitrogen. It has been estimated that chickpea can fix (convert atmospheric nitrogen to organic nitrogen which would be available for subsequent crops)up to 140 kg nitrogen per hectare in a growing season, although measured values are usually in the range of about 20-60 kg nitrogen per hectare (Reddy 2004). It has been well established that long duration pigeonpea in northern India can fix nitrogen in the order of 200 kg/ha when grown over a 40 week period. Pigeonpea can also have substantial residual effects on subsequent crops. For example, medium-duration pigeonpea grown at the International Crop Research Institute for Semi-Arid Tropics (ICRISAT) (Asia Centre) could benefit a subsequent maize crop to an extent equivalent to 40 kg nitrogen per hectare. However, this capability is jeopardized through insufficient supply of other plant nutrients. General recommendations for phosphorus (P) fertilization are made in most states. However, K application is generally neglected, resulting in imbalanced nutrient supply and lower crop yields. Under intensive cropping systems, large amounts of K are removed, leading to serious depletion of soil K reserves. Pulses such as chickpea and pigeonpea remove about 60 and 52 kg K₂O/t of grain, respectively. Information compiled from various sources on integrated nutrient management in pulse/pulse based cropping systems in different agroecological regions of the country suggest that there is a wide scope for practicing integrated plant nutrient (IPN) practices in pulses and pulse based cropping systems. Practicing of INM not only economize inorganic fertilizer use but also helps in balanced fertilization and improving soil health and productivity through complimentaryeffects of fixed N by pulses and applied phosphorus and potassium.

Temperature is the physical property of an object that quantitatively expresses the hotness or coldness. Objects of low temperature are cold, while various degrees of higher temperatures are referred to as warm or hot. When a heat transfer path between them is open, heat spontaneously flows from bodies of a higher temperature to bodies of lower temperature. If no net heat flow occurs between two objects, the objects have the same temperature which are then said to be in ‘thermal equilibrium’. Temperature plays an important role in all fields of natural and applied sciences. Most of the weather parameters are dependent on it, directly or indirectly. It has important role to play in the development and growth of all living organisms in all stages of their growth.

Atmosphere receives the heat energy from the sun and its temperature increases. Due to different amount of heat energy receipt at different places, the air temperatures at different places also vary. The variation in air temperature basically results into air motion, so as to equalise the energy content of the different regions of the earth. Thus, atmospheric temperature is one of the basic elements of weather and climate.

5.1 INTRODUCTION

The importance of the best quality planting material as an initial investment is a well-realized factor for persons engaged in horticulture field. So, nurseries have great demand for the production of plants, bulbs, rhizomes, suckers and grafts. But in general, good quality and assured planting material at reasonable price is not available many a times. Nursery is the basic need of horticulture. Plant propagation techniques and practices is the core of horticulture nurseries. The planting materials for horticultural plantations are raised from seeds and vegetative parts. The difficulty of procuring tree seeds and their rising cost makes it necessary to find means to increase seedling survival and growth.

Raising a nursery needs a great skill. Nursery business has become an agro- business for the unemployed youths. Generally, various commercial crop growers require a good quality saplings or grafts of genuine type. So, nursery raising is quite a remunerative enterprise.

Nursery is a special place where seeds are sown, plants are propagated, grown, nurtured to usable size for planting or for sale. Nurseries provide the necessary control of moisture, light, soil and predators and allow production of healthy and hardy seedlings.

A forest is a large area dominated by trees. Many definitions of forest are used throughout the world, incorporating factors such as tree density, tree height, land use, legal standing and ecological function. Although a forest is usually defined by the presence of trees, under many definitions an area completely lacking trees may still be considered a forest if it grew trees in the past, will grow trees in the future, or was legally designated as a forest regardless of vegetation type. According to the Food and Agriculture Organization, forests covered 4 billion hectares or approximately 30% of the world’s land area in 2006. Forests are the dominant terrestrial ecosystem of earth, and are distributed around the globe. Forests account for 75% of the gross primary production of the earth’s biosphere, and contain 80% of the earth’s plant biomass.

DEVELOPMENT OF MODERN FORESTRY

Systematic management of forests for a sustainable yield of timber began in Portugal in the 13th century when Afonso III, the king of Portugal planted the trees to prevent coastal erosion and soil degradation, and as a sustainable source for timber used in naval construction. His successor Dom Dinis continued the practice and the forest exists still today. Forest management also started in German in the 14th century and in Japan in the 16th century. The practice of establishing tree plantations in the British Isles was promoted by John Evelyn during second half of the 17th century.

During the late 19th and early 20th centuries, forest preservation programmes were established in British India, the United States, and Europe. Sir Dietrich Brandis is considered the father of tropical forestry. He brought European concepts and practices to the tropical and semi arid climate zones. The enactment and evolution of forest laws and binding regulations occurred in most Western nations in the 20th century in response to growing conservation concerns. Tropical forestry is a separate branch of forestry which deals mainly with equatorial forests that yield woods such as teak and mahogany. One of the applications of modern forestry is reforestation, in which trees are planted and tended in a given area.

Silviculture is the branch of forestry dealing with the establishment, development, care and reproduction of trees. Forestry is anything done in the forest and silviculture is anything done to forests. ‘Silva’ is the Latin word for forest and ‘culture’ for cultivation. Silviculture is narrower than forestry, being concerned only with forest plants, but is often used synonymously with forestry.

The Society of American Foresters defines silviculture as theory and practice of establishment, composition, constitution and growth of forests. Thus, silviculture refers to art and science of raising forest crops, methods of raising tree crops, their growth and aftercare up to the time of final harvesting. In simple words, silviculture is the growing and tending stands of trees. Silviculture is also used to manage forests for wildlife, water, recreation, aesthetics, or any combination of these or other forest uses.

Introduction

In the 1997 WHO guidance document: “WHO/VSQ/97.01: (A WHO guide to good manufacturing practice (GMP) requirements. Part 1: Standard operating procedures and master formulae)” some basic explanations and instructions were given for preparing various documents required by Good Manufacturing Practice guidelines from WHO and from several regulatory authorities.

GMP guidelines include the requirements for documents (individual), documentation (the systems and formats for documents), and documenting (recording) of production and control activities. Most GMP guidelines provide the same or very similar information as the principles of Good Manufacturing Practice are now international in scope.

In this guidance document, the requirement for master manufacturing instructions and the requirements as given in different GMP documents, different names for these documents and various forms that they can take will be described. This is to guide vaccine manufacturers who are applying for pre-qualification or re-qualification of their product(s) in the preparation or improvement of current documents for manufacturing operations.

5.1 Introduction

The source of pollution are many and varied. The most critical are domestic sewage and industrial effluent discharging into rivers, lakes, ponds etc. Treatment facilities for domestic sewage in class 1 cities having population of more than 1,00,0000 and class 2 cities having population between 50,000 and 99,999 can process hardly 10% of the wastewater generated. Wastewater treatment facilities are difficult to quantify due to lack of continuous data. On an average, the treatment capacity in class 1 cities can handle only 60% of the wastewater collected and less than 15% of the total volume of wastewater generated.

The Indian industry has grown annually at an average rate of 5.5% during the last 50 years. Among different industrial sectors, water pollution is concentrated with in a few industrial sub-sectors mainly in the form of toxic wastes and organic pollutants. Out of the total pollution contributed by the industrial sub-sectors, 40% to 45% of the total pollutants can be traced to the processing of industrial chemicals and nearly 40% of the total organic pollution to the food products industry alone. Food products and agro-based industries together contribute 65% to 70% of the total industrial wastewater in terms of organic load. Blair T Bower, consultant, the Urban Institute, USA, remarks: "… If substantial further growth of Asia’s cities cannot be avoided and if the environmental disasters that could be associated with that growth are to be prevented, there is only one alternative: urban environmental quality management must be substantially improved throughout the region".

The total quantity of water used by the domestic and industrial sectors is much less than that consumed for irrigation. However, the wastewater released from the above sectors has a great concentration of pollutants, and is discharged at specific disposal points. Thus, the wastewater generated from domestic and industrial projects causes much more water pollution as compared to any other source.

An orchard is the place where different kinds of fruit crops are grown in large scale. An orchard is a long-term investment and needs lot of planning and expertise. The orchard crops are generally trees, which ultimately have a large spread, so when they are planted, the distance between plants and rows is kept keeping in mind the final spread of the tree. So, before the trees attain their full growth, some suitable crops which are of short duration, like vegetables, flowers, spices and herbs are grown as intercrops.

Fruit trees are perennial, may be tropical, sub tropical and temperate types and thus require proper environmental conditions and suitable management practices for their successful growth.

Pomegranate is one of the important fruits of tropical and sub tropical regions. It is also cultivated in semi arid and arid tracts of the country but requires irrigation facilities for better quality of fruits production. Pomegranate is used as fresh and making delicious juice. In India, it is cultivated for domestic consumption and export. Versatile adaptability, hardy nature, less cost in orchard management, low irrigation water requirement as compared to other commercial fruit crops, high yield potential, fine table and therapeutical values and excellent keeping quality has made this fruit more lucrative and remunerative (Sharma et al., 2014).

In global market, India plays a significant role of export of fruits. Recently exports of pomegranate from India have increased and extended to several countries. India stands firmly at third position with 14% market share in pomegranate export after China and Iran.

The annual export of pomegranate fruits from India is about 67, 892 metric tonnes (MT) amounting to revenue of ‘688 crore (Annon, 2019). For export purpose, Phule Arakta, Bhagawa, Super Bhagawa and Mridula varieties are suitable (Anon, 2003).

The highest importer of Indian pomegranate is Gulf countries led by United Arab Emirates (19,000 MT) followed by South East Asian Countries prominently, Bangladesh (10,500 MT) and Nepal (10,000 MT). Among European countries the biggest exporter is Netherlands (4,449 MT) followed by UK (576 MT). Recently, India has also started exporting fresh pomegranate to USA to the tune of 209 MT generating a revenue of 11 crore ((Annon, 2019).

Peach (Prunus persica L. Batsch) belongs to the Prunoideae subfamily of the Rosaceae with other species collectively referred to as “stone fruits. Unusual in its subgenus, the peach is largely self fertile. There are at least 77 wild species of Prunus and most of them are found in Central Asia. Peaches include different types of varieties downy skin with freestone or clingstone (peach), smooth skin with freestone or clingstone (nectarine) (Bretaudeau and Faure, 1991). It is considered as favourite table fruit and highly valued for its taste, flavour and attractive colour. The fruits are rich source of sugars, vitamins and minerals and malic acid (1.2%). Peach fruit shapes vary from round to flat, beaked, skin colors vary from white to red or yellow, the flesh color white or yellow melting or non-melting types and it can be clingstone or freestone. Regions with warm to hot summers are produces highest quality peaches. It has a range of uses as fresh fruit for table purpose as well as processed product especially in sauces, slice production and canning. Peaches are highly ruminative and nutritionally rich crops for mild temperate to subtropical regions. Peaches are excellent sources of fiber, vitamins and antioxidants. The carbohydrates, organic acids, minerals and dietary fiber are among the major constituents of peaches, which contribute to the nutritional quality of both fresh fruits and the juices (Manzoor et al., 2012).

Tea, the oldest known beverage, is native of China in South East Asia. It was known to the Chinese as early as 2737 BC, but attained the status of a popular drink in England in 1664 A.D. It was planted on a large scale in North India in 1834 while in South India from 1859 to 1897 in different tea growing districts. As on today, 38 countries grow tea and among which India, China, Sri Lanka and Indonesia have major share in area and production. India is the largest producer, consumer and exporter in tea industry.

Onion (Onion cepa, 2n = 2x 16, highly cross-pollinated, family Amaryllidaceae), is a valuable vegetable crop for the people all over the world. Tomato, onion and potato put together have been given a nick name as TOP seeing their combined importance globally. As per Ministry of Agriculture and Farmers Welfare-Horticulture Statistics Division, Government of India (MAFW, 2018), the global acreage, production and productivity of onion during 2016 were 4.96 million ha, 93.17 million tons and 18.80 tons/ha. Top 10 onion producing countries in the world are China, India, Egypt, USA, Iran, Turkey, Russian Federation, Pakistan, Brazil and Argentina. During 2016, China occupied I rank with area, production and productivity figures of 1.09 million ha, 23.91 million tons and 22.00 tons/ha. India was closely at II rank with corresponding figures of 1.20 million ha, 19.20 million tons and 16.18 tons/ha. Productivity-wise, USA is at the top rank (56.40 tons/ha), followed by Iran (37.95 tons/ha) and Egypt (36.71 tons/ha). The Netherlands is the world’s largest onion exporter with a total of around 800,000 tons, which is ca. 80% of its total annual production (Shigyo and Kik, 2008).

Within India, which produced 19.20 million tons of onion from 1.20 million ha (12 lakh ha), the major onion producing states during 2017-18 have been as given

Cucurbits are major crops of countries having a wide variety of vegetables. Cucurbits include bottle gourd, bitter gourd, pumpkins, squashes, ridge gourd, sponge gourd, and cucumbers. Cucurbits are a large, diverse crop group that are susceptible to over 200 diseases (Zitter et al., 1996). A wide range of pathogens affect the productivity of cucurbits. The diseases may be caused by fungi, bacteria, Cucurbits crops are warm-season large group of crops that are cultivated and harvested over different seasons like spring, summer, and winter. These crops as a group are an important part of a diverse and nutritious diet. Melons are eaten as fruits, whereas summer and winter squashes, cucumber, and pumpkin are eaten as vegetables. In addition, cucurbits are used for fiber, utensils, decoration, ceremonial and medicinal purposes.

A wide range of pathogens affect the productivity of cucurbits, which constitute over 200 diseases (Zitter et al., 1996). The diseases may be caused by fungi, bacteria, viruses, or mycoplasma- like organisms. The disease may be soilborne, seedborne (carried by seed), spread by wind, or transmitted by insect vectors. The moisture content of the seed, storage period, prevailing temperature, and degree of invasion influence the development of seedborne fungi (Anjorin and Mohammed 2009). The pathogen may cause seed abortion and rot, necrosis, reduction, or elimination of germination capacity as well as seedling damage at later stages of plant growth, resulting in the develop- ment of the disease as systemic or local infection (Khanzada et al., 2001). The diseases cause heavy loss in terms of yield and quality. The diseases caused by pathogen are controlled by fungicides against fungal diseases, antibiotics for bacterial diseases, or insecticide in case of viruses transmitted by insect vectors. The diseases of cucurbetaceous crops can be managed by adopting different cultural, biological, and chemical methods of disease management. The following management practices are required to be taken into consideration for raising disease-free cucurbitaceous crops:

Introduction

With India’s population to catapult to a gigantic figure of 1.63 billion by 2050, it rests upon the shoulders of the country’s dwindling land resources to cater to the food demand to the surging human race with an eco-friendly manner. This requires a mammoth effort from the food producing machinery of the country-an effort which has to be inclusive of the technological innovation and extension in this field and to the fullest possible extent. Coping with the short-run challenges to food security posed by food price volatility is indeed a daunting task. But the serious concern is the long-term challenges of avoiding a perpetual food crisis under conditions of global warming. The decline of contributions of Indian Agriculture to the National GDP and an apparent stagnation of the growth rate in agriculture, non remunerative agricultural system, ever increasing population pressure, shrinking land resources, global warming and climate change, indiscriminate use of agricultural inputs, over exploitation of natural resource base and environmental quality have made the situation more vulnerable towards food security. In this backdrop, agricultural knowledge and technology accumulation, transfer, application, and diffusion are key to sustainable development and food security in an eco-friendly manner. The knowledge and technology revolution is critically different from the past industrial revolution in that it is based upon a shift of wealth creating assets from physical things to intangible resources based on knowledge and technologies. Thus, effective management and transfer of knowledge and technologies are believed to be the most critical capability of individuals, organizations, and nations in the globalized 21st knowledge society. Extension could play a pivotal role in fostering sustainability through its educational programs but there has been a growing realization that traditional extension models have not been sufficiently effective in promoting socialization of sustainable agricultural practices. Since sustainable agriculture is a knowledge-intensive system, it requires a new kind of knowledge, which differs from other forms on the basis of conventional agricultural practices. In fact, conventional extension system cannot accomplish sustainability in agriculture; because today’s agricultural extension must consider environmental implications, social issues, and overall economic growth within the agriculture sector. In such a situation, the present conceptual discussion shall be envisaging the dictum and destiny of evolving extension approaches by cherishing a clear focus on extension management perspectives towards sustainable development and environment protection and management so as to the well established extension approaches can be restructured and applied in the niche of extension management towards sustainability.

9.1. Introduction

Oceans (from Okeanos in Greek) are saline waters that cover almost three quarters (71%) of the surface of the Earth. The area of the oceans is 361 million sq. km., and nearly half of the world’s marine waters are over 3,000 meters deep.

Though somewhat arbitrarily divided into several “separate” oceans, these oceans are in fact one global, interconnected body of salt water, often called the World Ocean. The major divisions are defined in part by the continents and a variety of archipelagos, and are labeled the Pacific Ocean, the Atlantic Ocean, the Indian Ocean, the Southern Ocean, and the Arctic Ocean. Smaller regions of the oceans are called seas, gulfs and straits.

There are a some smaller bodies of salt water that are not interconnected with the World Ocean. These are not considered to be oceans or parts of oceans, though some of them have been given the name, sea.

Geologically, an ocean is an area of oceanic crust covered by water. Oceanic crust is the thin layer of solidified volcanic basalt that covers the Earth’s mantle where there are no continents. From this point of view, there are three “oceans” today: the World Ocean, and the Black and Caspian Seas that were formed by the collision of Cimmeria with Laurasia. The Mediterranean Sea is very nearly its own “ocean”, being connected to the World Ocean through the Strait of Gibraltar, and indeed several times over the last few million years movement of the African Continent has closed the strait off entirely, making the Mediterranean a fourth “ocean”.

1.1 The relation between man and the earth’s resources

The balance between the demand which a community of plants or animals makes on its environment and the ability to satisfy those demands is not the static equilibrium of a laboratory balance with equal weights on either side. It is more like the unstable balancing of a circus acrobat - a series of swings and overcorrections, resulting in an oscillation on either side of the true balance point. Thus a species of wild life increases in number according to the availability of its food supplies, but then goes beyond the optimum number. The natural correcting factors of starvation or migration reduce the population, but there is an overcorrection, and soon the cycle starts again with increasing numbers.

1.1.1 The Malthusian Thesis

In primitive societies the human population also oscillates about a mean as the limiting factors of starvation, disease, and war, maintain an uneasy balance against the natural tendency to increase. A serious imbalance arises when man learns how to modify the limiting factors, but allows the natural increase to go unchecked. The essence of the Malthusian Thesis is that the resulting instability is the inevitable order for mankind. The thesis is named after the English political economist Thomas Malthus who first gave it formal expression in MALTHUS (1966). In an age when significant improvements in health, hygiene, and the standard of living were just becoming possible, Malthus aroused great argument when he pointed out that these very improvements could lead to mi sery through overpopulation. The key point of Malthus’s argument is that population increases in what he called geometric ratio, what today we would call an exponential curve, because whenever there is an increase in population there are more people to produce the next generation, so the rate of population growth accelerates - in modelling terms a positive feedback loop. On the other hand, when we increase food production there is no feed-back loop, the best we can hope for is for a constant linear increase. The natural sequence is therefore for food demand to increase faster than food supply, leading at some point to food shortage.

14.1 Changes in policy and strategy

14.1.1 Policy changes

In the discussion on land use planning we suggested that the ideal pattern of development is to establish a long-term national or regional policy, which leads to medium-term strategies, and short-term tactical operations. In the real world a curious situation is arising in that the adoption of the new land husbandry approach is growing so fast that the practitioners have moved ahead of the politicians and opinion formers, with the result that the implementation of strategies by Non-Government Organisations, aid agencies, and senior field officers, is helping to shape new policies.

There is always the problem that national policies ought to be long term, but are created by politicians usually working within a short time frame to the next election. Fortunately, the land husbandry approach allows planners at all levels from farmers to governments to appreciate the long-term issues.

The new approach was mentioned in section 9.2.1 in connection with land use planning. It is summed up in the slogan From soil conservation to land husbandry, and two reviews using that title list the main points as the need for:

Introduction

COVID-19, a worldwide pandemic, addresses a deflationary stun for the worldwide economy. The outbreak of coronavirus has had a significant impact on public health worldwide and all stages of various industries’ supply chain and value chain. The 2019 novel coronavirus (2019-nCoV) or the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is rapidly spreading from its origin in Wuhan City of Hubei Province of China to the rest of the world. The infection began in bats and was communicated to people by inhalation or contact with infected droplets, and its infection time frame goes from 2 to 14 days. Primary manifestations in hospitalized patients with COVID-19 include fever (98%), cough/hack (76%), and myalgia or weakness (44%). Severe complications include acute respiratory distress syndrome (ARDS), RNAemia, acute cardiac injury, and multiple organ failure. However, exaggerated immune responses may lead to Cytokine Storm. Cytokine storm syndrome includes ARDS, shock, and multi-organ failure (Zheng et al., 2020). Many people are asymptomatic also, and the severity of this disease varies from person to person. The fatality rate is estimated to range from 2 to 3%. Typical/low white cell checks can analyze it with raised C-responsive protein (CRP), periodic modernized tomographic chest examination. The infection spreads quicker than its two predecessors, the SARS-CoV and Middle East respiratory disorder Covid (MERS-CoV); however, it has lower casualty. The worldwide effect of this new scourge is yet questionable (Singhal, T. (2020).

10.1 Introduction

• In case of integrated nutrient management, all types of nutrients are supplied in the form of organic or inorganic manures and fertilizers to maintain uniform soil fertility.
• Continuous use of fertilizers spoils the soil structure and soil becomes unproductive in due course.
• Fertilizers applied along with sufficient quantities of organic manures will improve the efficiency of the fertilizers. Green manuring should be done every year or once in two years during the rainy season.
• Suitable bio-fertilizers should also be applied from time to time.
• Plants need adequate supply of sixteen essential nutrients for their normal growth and production, out of which carbon (C), hydrogen (H), oxygen (O), nitrogen (N), phosphorus (P), potassium (K), calcium (Ca), magnesium (Mg) are needed in larger quantities and are referred as macro-nutrients, whereas, zinc (Zn), copper (Cu), iron (Fe), manganese (Mn), boron (B), molybdenum (Mo) and chlorine (Cl) are required in smaller quantities and thus called as micro-nutrients.
• An essential element is distinguished from a non-essential one on the basis of following criteria:
  1. The plant is unable to grow normally and complete its life cycle in the absence of the element.
  2. The function of the element is specific and cannot be replaced by any other element.
  3. The element plays a direct role in the metabolism of the plant.

General evidence of deficiency include either nutrient deficiency in diet or abnormal absorption, utilization or requirement of nutrient under consideration.
Special evidence may be obtained by chemical or biochemical examination of diet.

1. Introduction

Spices are a high-value, low-volume commodity traded around the world. Spices have played a significant part in civilisation, exploration, and commerce throughout history. Since ancient times, India has been known as the spice capital of the world, with over a hundred different types of spices grown. India has long been a traditional producer, consumer, and exporter of spices, with nearly every state producing one or more of them. India has a total area under spice production of 39,27,430 ha, which produced 95,99,900 MT in 2017-18. (Spices Board, 2020a). Due to their rich aroma, texture, and flavour, Indian spices are in high demand around the world.

1.1 Introduction Millets are one of the world’s earliest food grains, arguably the first cereal grain utilized for household uses. It has been a cherished crop in India for ages and constitutes a staple food for over one-third of the world’s population. Recently ICAR has designated millets as “Shree Anna”. Several types of small-seeded cereals are grouped together as small millets. These crops offer a reliable and affordable harvest from the regions where the primary cereals fail to produce a sustainable yield. Small millets are insignificant in terms of food production, but they are vital as staple foods in their particular ecosystems. Small millets are more than just finger millet (Eleusine coracana) and include kodo millet (Paspalum scrobiculatum L.), little millet (Panicum sumatrense), foxtail millet (Setaria italica L.), proso millet (Panicum miliaceum L.) and barnyard millet (Echinochloa frumentaceae). The rest of the two small millets namely, fonio millet (Digitaria exilis) and teff (Eragrostis tef) are of local significance in Africa. Small millets have a high nutritional value, but also their demand has deteriorated due to a lack of standard processing techniques to compete with fine cereals. Small millets have a huge potential to satisfy our nutritional needs, therefore we must push ourselves and make efforts to enhance its utilization by incorporating them into our daily diet.

39.1 Introduction

Like all other animals, fish are also subjected to certain diseases. This is one of the most important problems confronting a fish culturist. Diseases at times may take the form of epidemics. The occurrence and magnitude of infections and diseases are closely related to the sanitary conditions prevalent in the water and also the general health of the fish.

B cell: It is one of the lymphocytes that have antigen-binding antibody molecules on the surface, that comprise the antibody-secreting plasma cells when mature, and that in mammals differentiate in the bone marrow. It is also called B lymphocyte.

B.T.U.: It stands for British thermal unit. The heat required to raise the temperature of one pond of the water through 1oF is called BTU.

Baby back ribs: Meaty pork ribs cut from the lower back rib section.

Bacillary dysentery: It is a food borne illness characterized by very diarrhea and electrolyte loss alongwith intense abdominal pain, high fever and even death.

Bacillus spp: The genus Bacillus is generally aerobic, spore forming. Bacillus cereus also produces 2 types of toxins; a very fast aching emitting toxin which cause vomiting and a diarrhoeal toxin. Bacillus is a genus (Bacillus) of straight rod-shaped gram-positive usually aerobic bacteria producing endospores and including many saprophytes and some parasites produces disease (B. anthracis of anthrax).

Bacitracin: A polypeptide antibiotic isolated from a bacillus (Bacillus subtilis or B. licheniformis) and usually used against gram-positive bacteria.

Back Bacon / Canadianbacon: Bacon cut from the loin that has little fat and is cut into round or oblong slices.

Backward feed evaporator: In this evaporator, fresh feed enters the last and the coldest effect and continues on until the concentrated product leaves the first effect (Plate 54).

Bacon: Bacon is the meat cut from belly portion of hog carcass (a domestic swine esp. when weighing more than 120 pounds or 54 kilograms) and has high percentage of fat. It is cured and smoked.

Introduction Adaptations in animals and birds are countless and extensive, which permit the species better suited in its environment and thus improve chances of survival and propagative success. There are three major categories of adaptations namely anatomical/structural, physiological and behavioural adaptations. Depending on the animal habitats, adaptations can be classified into terrestrial, aquatic and volant (flying). Terrestrial adaptations are exhibited by the organisms inhabiting in land habitats and are again grouped into cursorial, fossorial, arboreal and desert adaptations.

Terrestrial Adaptations

1. Cursorial Adaptations

Cursorial animals are those adapted for running over long distances, often characterized by adaptations that enhance speed and endurance. These adaptations include various skeletal features that optimize their locomotion and overall efficiency while running. These animals have streamlined and spindle-shaped body to minimize resistance in attaining the speed. Here are the key skeletal adaptations in cursorial mammals:

1. Long and Slender Limbs: Cursorial mammals typically have long and slender limbs, which reduce the amount of energy required per stride and increase stride length, thereby enhancing running speed. Lengthening of the limbs in these animals leads to the head placed away from the ground. Hence, as an adaptation to feeding and drinking, the neck and the skull become elongated.

2. Reduced Number of Toes: Many cursorial mammals have reduced the number of toes to streamline the foot and reduce weight. For example, horses typically have a single functional toe (hoof), while cheetahs have reduced and non-retractable claws.

1.1 Learning Objectives
After going through this chapter, you will be able to:
i) Understand the meaning, scope, functions, and limitations of statistics;
ii) Know the various types of statistics and their importance;
iii) Comprehend the various types of variables;
iv) Appreciate the role of the various statistical organizations.

1.2 Introduction

Statistics is a powerful and essential field of study with substantial importance in various aspects of life, science, business, and society. Its significance lies in its ability to provide a systematic framework for collecting, analyzing, interpreting, and presenting data. Statistics is a universal language of data that empowers individuals, organizations, and societies to make informed decisions, solve problems, and gain deeper insights into the world around us.

Natural farming in India is steadily gaining traction across different crop categories like tubers, oilseeds, and spices, thanks to its environmentally sustainable approach. In tuber cultivation—covering crops like potatoes, sweet potatoes, yams, and colocasia—the method promotes organic inputs, crop rotation, and soil health preservation without the use of synthetic chemicals. Natural composts, green manures, and biofertilizers nourish the soil, while homemade biopesticides and pest deterrents help manage common pests and diseases. Techniques such as mulching and moisture conservation further support ideal soil conditions,
improving both the quality and yield of tubers.
For oilseeds such as groundnut, sesame, mustard, and sunflower, natural farming enhances soil fertility using organic manures, decomposed crop residues, and locally made biofertilizers. Treating seeds with cow urine or herbal solutions enhances germination and protects against diseases. Practices like intercropping and crop diversification help disrupt pest life cycles and improve soil texture. Pest control relies on natural, plant-based sprays like neem and garlic, reducing dependency on chemical pesticides while preserving beneficial insect populations.
In the case of spices such as turmeric, cardamom, coriander, and black pepper, natural farming methods offer considerable benefits. The use of vermicompost and green manuring boosts micronutrient availability essential for healthy growth. Mulching helps retain soil moisture, especially in hilly areas. Pests and diseases are controlled using herbal preparations like Panchagavya and Agniastra, which enhance plant resistance and reduce infection rates. These eco-friendly methods lead to the production of high-quality, chemical-free spices and support biodiversity and sustainability.

Protected cultivation, encompassing systems like greenhouses, polyhouses, and shade nets, has revolutionized modern agriculture by creating controlled environments that shield crops from adverse climatic conditions. This method not only extends the growing period but also enhances the quantity and quality of yields.
A key element of success in protected cultivation is the efficient management of water and nutrients, made possible through advanced irrigation and fertigation techniques.
IRRIGATION IN PROTECTED CULTIVATION
Irrigation is essential for delivering adequate moisture to crops, which is crucial for their healthy development. In protected cultivation settings—where rainfall is either insufficient or unpredictable—reliable irrigation systems become even more important. Traditional methods like surface or furrow irrigation are less effective, often leading to water loss and irregular distribution. In contrast, modern systems such as drip and micro-sprinkler irrigation provide precise delivery of water directly to the plant’s root zone, significantly reducing evaporation and runoff. Among these, drip irrigation has become particularly popular due to its high efficiency. By applying water directly at the soil surface near the roots, it minimizes wastage and ensures consistent moisture levels. This technique not only saves water but also supports healthy root growth and reduces the incidence of soil-borne diseases. Research shows that drip irrigation can decrease water consumption by 30–70% while improving crop productivity by 20–90% compared to conventional irrigation methods.

The drones are configured to traverse the field and acquire photos and sensor data in alignment with the predetermined flight plan. High-resolution cameras get visual data, whereas multispectral sensors gather information on light wavelengths beyond the visible spectrum, thereby offering insights into plant health and stress levels.
During drone flights, essential techniques for data acquisition encompass photogrammetry utilizing overlapping high-resolution images, GPS tracking for accurate location data, IMU (Inertial Measurement Unit) sensors for monitoring attitude and movement, ground control points (GCPs) for precise georeferencing, multispectral or hyperspectral imaging for comprehensive spectral analysis, LiDAR scanning for the generation of 3D point clouds, and data logging systems to document sensor readings throughout the flight, all while meticulously planning flight paths and accounting for variables such as lighting and weather conditions.
Drones have emerged as a vital competitive advantage in the inspection of various asset types, optimizing time, reducing costs, and mitigating risk. Historically, an inspection necessitated an inspector to ascend the structure, capturing images and doing measurements manually from considerable heights.
This procedure is intricate; it necessitates extended hours and the presence of numerous experts on site for safety. The data generated by inspectors through manual pictures and measurements is limited: manual inspections may necessitate many trips to collect adequate information for necessary maintenance.
Manually operating a drone to obtain the data necessitates training, expertise, and extensive experience. A pilot collecting data for a tower inspection must comprehend the requirements of the inspectors. The pilot must comprehend how to maneuver an aircraft accurately around an asset to obtain precise aerial photos, regardless of barriers, wind conditions, or the necessity to replace batteries during the trip. The data must be examined and converted into a digital format that is

Cleaning, drying, and aeration are essential processes in the management of stored agricultural products to maintain their quality and reduce the risk of spoilage. These practices are particularly important in preventing the growth of molds, the infestation of pests, and the deterioration of the product during storage.
Cleaning is the first step in the storage process. It involves removing any debris, dust, dirt, and residues from both the stored products and storage facilities. Proper cleaning eliminates potential sources of contamination, such as pests, molds, and bacteria, which can thrive in the presence of organic matter. It also ensures that the grain or other stored product is free from contaminants that could affect its quality and marketability.
Drying is equally crucial to prevent moisture-related issues. Excess moisture can lead to mold growth, fungal infections, and insect infestations. Drying reduces the moisture content of the grain or product to safe levels, typically below 14% for grains, which helps preserve their quality during storage.
The drying process can be carried out using natural sunlight or mechanical dryers, depending on the volume of the product and available resources. Properly dried products are less prone to spoilage and can be stored for longer periods. Aeration involves the circulation of air through stored products to maintain optimal temperature and humidity levels. By controlling the environment, aeration helps prevent the buildup of heat and moisture, both of which can lead to product deterioration.
It also reduces the risk of insect infestations by keeping the grain cool and dry. Aeration systems typically use fans or ventilation channels to ensure continuous airflow, especially in large-scale storage facilities. Together, these processes form a comprehensive approach to maintaining the quality and safety of stored agricultural products.

Droughts are intricate and multifaceted phenomena that can have far-reaching impacts on the environment, economy, and society. The complexity of droughts arises from the interplay of various factors, including climate variability, water availability, land use, and human activities. Given the varying characteristics and consequences of droughts, classification becomes a crucial step in understanding and managing these events. By categorizing droughts based on their severity, duration, and impact, researchers and policymakers can better grasp the intricacies of drought dynamics and develop targeted strategies for mitigation and adaptation. The classification of droughts is necessary for several reasons

Biological conversion methods involve using microorganisms or biological systems to transform organic materials—like biomass and organic waste—into valuable products such as biofuels, biogas, compost, and chemicals. These ecofriendly and sustainable processes contribute significantly to the circular economy by turning waste into useful energy or raw materials. Unlike thermal or chemical methods, biological conversions occur under milder conditions (usually ambient temperature and pressure), which lowers energy consumption and environmental impact. They harness the natural metabolic processes of bacteria, fungi, and other microorganisms to break down the complex organic compounds in biomass
Physicochemical Conversion Of Biomass
Physicochemical methods modify biomass through combined physical and chemical processes. Key techniques include

1. Torrefaction
• Biomass is heated without oxygen at 200°C to 300°C.
• Removes moisture and volatiles, producing biochar or bio-coal.
• Used as fuel for power generation or co-firing with coal.
2. Hydrothermal Conversion
• Utilizes water, high temperature, and pressure to break down biomass.
• Hydrothermal Liquefaction (HTL): Converts biomass into bio-oil, water, and solid residue at 250°C–400°C; bio-oil can be refined into fuels and chemicals.
• Hydrothermal Gasification (HTG): Produces syngas (hydrogen and carbon monoxide) used for power generation or chemical synthesis.
3. Supercritical Fluid Extraction
• Biomass treated with supercritical fluids (e.g., CO?) that behave as both gas and liquid under specific conditions.
• Extracts valuable compounds like essential oils and bioactives.
• Environmentally friendly, with recyclable CO?.
4. Hydrothermal Carbonization (HTC)
• Biomass treated at 180°C to 250°C under high pressure with water, producing hydrochar.

Global onion research connects crop domestication, genetic diversity, nutrition, therapeutics, production, breeding and post-harvest technology. Onion contains organosulphur compounds, quercetin derivatives and other phytochemicals associated with antimicrobial, antioxidant, cardioprotective and anticancer effects. Despite high global production, productivity differs substantially among countries, and storage losses remain a major economic concern. This chapter reviews global production trends, germplasm resources, breeding strategies, phytochemistry, therapeutic potential and emerging storage technologies. Landraces, cultivars and wild relatives provide valuable traits for yield, storability and stress resilience. Advanced treatments such as ozonation, cold plasma and irradiation demonstrate promise, although wider commercial adoption, economic validation and regulatory development remain necessary.

Food processing techniques range from traditional household practices to sophisticated industrial operations designed to improve safety, quality, nutritional value and shelf life. This chapter presents traditional methods such as blanching, fermentation, soaking, germination and malting, highlighting their effects on nutrient bioavailability and food characteristics. It then introduces industrial processing and distinguishes between thermal and non-thermal technologies. Thermal methods such as pasteurization and dehydration are discussed alongside innovative approaches including pulsed electric fields, high-pressure processing and irradiation. The chapter emphasizes the principles, applications, benefits and limitations of these techniques and demonstrates how processing conditions influence microbial safety, nutritional quality and sensory attributes.

Plant physiological processes determine growth, development, productivity and adaptation to changing environmental conditions. This chapter examines how artificial intelligence can improve understanding of plant physiology and stress responses. It considers physiological processes including photosynthesis, transpiration, nutrient dynamics and hormonal regulation and explores how AI can analyze complex biological, environmental and phenotypic datasets. Machine learning, deep learning, computer vision and predictive analytics support interpretation of information obtained through sensors, imaging, remote sensing and omics technologies. The chapter emphasizes early detection and prediction of stresses such as drought, salinity, temperature extremes, nutrient imbalance and pathogen pressure. It also discusses explainable AI, digital twins and federated learning as emerging approaches for plant stress research.

The march of weather factors during crop period is never smooth and regular. Agriculture, because of its dependance on climate is inevitably subjected to unpredictable long and short term fluctuation characteristic of atmosphere conditions. Climate introduces an element of risk in farming which makes it particularly hazardous occupation.

A Weather hazard in this context can be defined as any type of extreme weather condition that can damage the crops and animals leading to abnormal decrease in production and income. The extent to which these hazards create risk depends on the time of occurrence, intensity and duration of the hazard besides the age, stage of development and inherent resistance of the crop or livestock involved. Major abnormalities affecting the crop production are:

5.1 Introduction
In random sampling it is assumed in prior that the population is divisible into a finite number of distinct and identifiable units and these units are known as sampling units. The smallest unit into which the population can be divide, is called an elementary unit (element) of the population. A group of such units is known as cluster. When such cluster is treated as sampling unit, then the sampling procedure adopted is known as cluster sampling. If the entire area containing the population under study is divided into smaller area segments and each element in the population belongs to one and only one such area segment, the sampling is sometimes known as area sampling.
Generally, identification and location of an element requires considerable time. However, once an element is located, the time taken for surveying a few neighbouring elements is small. Thus, the main function in cluster sampling is to specify clusters or to divide the population into appropriate number of clusters. Clusters are generally made up of neighbouring elements and hence elements within a cluster happen to be of similar nature. As a matter of fact, the number of elements in a cluster should be small and the number of clusters should be large. The required number of clusters can be selected either by equal or unequal probabilities of selection. All the units in the selected clusters are enumerated completely i.e. complete enumeration is made in all the selected clusters.

7.1 Introduction
In chapter 5, the cluster sampling has been discussed in which clusters were considered as sampling units and all the elements in the selected clusters were enumerated completely. It has been stated there that the cluster sampling is economical under certain circumstance but the method restricts the spread of sample over the population which results generally in increased sampling variance of the estimator under consideration. It is, therefore, logical to expect that the efficiency of the estimator will be increased by distributing the elements over a large numbers of clusters. Hence instead of observing all the units in the selected clusters, one may like to observe only few elements of the selected clusters. This will involve the sampling work to be done also within the selected clusters. If we do so, the process of selection will involve sampling work to be done at two stage, one for selecting the clusters where sampling units are the clusters and the second for selecting the units (elements) within the selected clusters where sampling units are the elements.
The process of sampling can be done at more than two stages. In this case the first stage unit will be larger than the second stage units and the second stage units will be larger than the third stage units and so on. Due to process of sampling in stages, such sampling is called “Multistage sampling.”

12.1 Chi-Square Variate
The square of a standard normal variate is known as a chi – square variate or chi square statistic with one degree of freedom.

Abstract

Rice is the staple and principle food of about half the human race and is often the main source of calories. Navara is a unique rice cultivar indigenous to Kerala, gifted with extra short growth duration. It is mainly used for the preparation of Navara kizhi, which is an effective remedy for rheumatic complaints, neuro muscular disorders and body rejuvenation. It is traditionally given as a supplementary diet to the under-weight and also consumed as a replenishing drink called ‘Karkadaka kanji’ during the monsoon season along with certain other herbal medicines.Despite the Navara is known for its special medicinal attributes to the producers, consumers and other actors of the value chain, there is a declining trend of Navara rice cultivation noticed (2000 acres to less than 50 acres) in the state (The Hindu, November 28, 2010), which entails the loss of biological and cultural diversity associated with this unique rice.The study attempted to identify and analyze the actors involved in the value chain of Navaraon the conservation perspective. The primary data required to analyze actors in the value chain were collected from the farmers, input suppliers, processors, retailers and consumers of Palakkad, through key informant method, focused group discussion, and structured interview schedules and analysed through Value chain mapping tool and SWOT analysis. The secondary data regarding the rice and its properties were collected from websites and publications. The study revealed that the cultivation of Navarashould be purely organic to preserve its medicinal value. The cultural practices except ploughing, such as weeding, manuring, harvesting etc. are done manually. Application of chemical fertilizers will increase the vegetative growth of Navaraand subject to lodging of plants and at the same it also affects the quality of rice.

Introduction

There are large numbers of wheat based products such as fermented pan bread, flat breads including chapati, biscuits, noodles and pasta products. Each product has its own specific requirements. For example fermented pan bread needs wheat with higher protein content, stronger and extensible gluten. Chapati requires hard wheat with high protein content and medium gluten strength. Waxy wheats have been found associated with improved shelf life of breads. White salted Japanese noodles need partial waxy wheats with soft grain characteristics and medium protein content and gluten strength. Partial waxy wheats with comparatively lower amylose content and higher starch paste viscosity improve texture of white salted noodles. Yellow alkaline noodles need comparatively harder wheat with medium strong gluten and without waxy trait. Pasta made from durum wheats requires stronger gluten, high protein content and higher content of yellow pigments. In this chapter detailed account of both fermented and flat breads will be given.

INTRODUCTION

Agroforestry has long tradition since dawn of the civilization. Farmers and/or land owners integrate different woody perennials in their cropping system along with the animal unit depending upon the physiographic and climatic conditions. It is well proven fact that such adopted systems/practices are location specific and information on such systems is very limited. Therefore, the benefits accrued from such systems are underexploited in comparison to its potential. With depletion of agricultural lands due to shift in rainfall pattern, landslide, run off, regular leaching of nutrients, drying up of natural springs and lack of irrigation facilities have resulted into uneconomical agriculture in the mountain regions of India in general and particular in Jammu & Kashmir. Most of the villages in mountains witness migration on a large scale and lands turning up barren and un-productive. The agroforestry system can provide a viable solution for such problems.

INTRODUCTION

Climate change is one of the most important global environmental challenges facing humanity with implications for food production, natural ecosystems, freshwater supply, health, habitat destruction biodiversity, etc. According to the latest scientific assessment, the earth’s climate system has demonstrably changed on both global and regional scales since the pre-industrial era. Since the very beginning of civilization, land resources have been under tremendous pressure for food and forest products. Anthropogenic activities have affected the biosphere through changes in the landuse and forest management activities, thus altering the natural balance of greenhouse gases in the atmosphere. The environmental security thus, has become a serious concern across the globe. The meteorological records have shown significant increase in the environmental temperature referred to as the global warming. Human activities have increased green house gases and raised global temperature by 0.50 C over the past 100 yr, which may increase by 1.4 to 5.8°C during the next century (Bhadwal and Singh 2002). Evidence of this global crisis include the rise in global sea levels by 3.4 mm yr-1 ((http://climate. nasa.gov/vital-signs/sea-level/) through the melting of the world’s snow peaks and glaciers, which poses a threat to millions living in coastal areas. A drastic effect on splitting of huge glacier in the Antarctica has already been registered, which has thrown a challenge to save the earth, lest the very survival of the mankind will be jeopardized. Each degree rise in temperature will displace the limits of tolerance of land species some 125 km towards the poles or 150 m vertically on mountains. The Inter-governmental Panel on Climate Change (IPCC) estimates that 20 to 30 per cent of plants and animals could be at risk of extinction if average global temperatures reach the projected levels (Hawkes et al., 2000).

INTRODUCTION

The latest Assessment Report (AR-5) of Intergovernmental Panel on Climate Change (IPCC) has concluded that warming of the climate system is unequivocal, and since the 1950s, many of the observed changes are unprecedented over decades to millennia. The report further pointed about the warming of atmosphere and ocean; shrinking of glaciers, sea level rise and more frequent and intense extreme weather events. The most critical information pertains to the increase of the concentrations of greenhouse gases. The report figures that human influence, primarily the burning of fossil fuels, has been the “extremely likely” dominant cause of global warming over the past several decades. Based on the scientific evidences, it is reported “warming by the end of the 21st century will lead to high to very high risk of severe, widespread, and irreversible impacts globally” (Edenhofer et al. 2015).

Abstract

Our biological heritage, from genes to ecosystems, is threatened on a global scale. Biological species, the prime focus on biodiversity, provide all our basic requirements such as food, medicine, fuel and things for well being, make nature’s sustainability through purifying air and water, pollinating crops, etc. and motivate us at a deep emotional level. During the course of human civilization and consequent urbanization process biological species and environment have been degraded. It is estimated that about 20% of all species are expected to be lost within 30 years and 50% or more by the end of the 21^st century [36]. The current rates of species extinction are 1000–10,000 times higher than the background rate of 10-7 species per year inferred from fossil record. Today, we seem to be losing two to five species per hour from tropical forests alone. This amounts to a loss of 16 m population per year or 1800 populations per hour. This led to biodiversity crisis in the global level [23,26,35] and generated an outpouring of research on biodiversity for the last 25 years. As a result we could have a general understanding about the distribution of biodiversity, the proximate causes (habitat loss, habitat fragmentation, habitat degradation, invasive species, pollution, resource exploitation) contributing to its loss, sketches of the root causes of biodiversity loss, and the outlines of better management policies. Since the establishment of the convention on biological diversity in 1992, conservation of biodiversity has become a priority concern on the international agenda.

Abstract

There has been consistent narrowing down of gap in our knowledge about various ‘omics’ as the omics’ based disciplines are filled with valuable information emerging from research. During the last two decades, the practice of genetics has not only changed the broad horizons of medicine but also found its niche through “high-dimensional biology” there by allowing geneticists to reframe the good-old definition of gene from a locatable region of genome sequence involved in heritability to a locatable region of genome sequence associated with a functional region or a functor. Various other scientists viewed genetics ‘‘as the study of single genes and their effects’’ and genomics as ‘‘the study not just of single genes, but of the functions and interactions of all the genes in the genome.’’ We will cover the qualitative difference that bridges various disciplines casing Omics.

Introduction

Growth enhancement technologies have been widely embraced in the livestock industry to improve growth, efficiency and carcass traits. For over 50 years, estrogenic and androgenic hormone implants were widely used in the cattle feeding industry, and it is estimated that approximately 97 percent of feedlot cattle in the U.S. receive one or more implants during the finishing phase (Barham et al., 2003; Tatum, 2006). There is a large body of literature that indicates the positive growth enhancement effects which implants impart on growing and finishing cattle and producers have extensively used implants to increase live body weight, improve average daily gain and feed efficiency, and reduce the number of days cattle are on feed (Apple et al., 1991; Duckett et al., 1997;Milton and Horton, 1996; Perry et al., 1991). Likewise, there is a growing body of literature that indicates the positive response on growth and carcass characteristics that finishing cattle have to beta-adrenergic agonists. The hog industry, and more recently, the cattle feeding industry have increased utilization of beta-adrenergic agonists to improve the efficiency of production. While the use of Ractopamine hydrochloride (Paylean^®, Elanco Animal Health, Greenfield, Indiana) has been used extensively in hog production since its approval by the Food and Drug Administration (FDA) in 1999, similar pharmaceutical feed additives have only recently been implemented in commercial cattle feeding operations. Beta-adrenergic agonist use in fed cattle has substantially increased following the FDA approval of Ractopamine hydrochloride (Optaflexx^®, Elanco Animal Health, Greenfield, Indiana) in 2003, and the approval of Zilpaterol hydrochloride (Zilmax^®, Merck Animal Health, Summit, New Jersey) in 2006. The use of both Ractopamine hydrochloride (RH) and Zilpaterol hydrochloride (ZH) have shown to elicit similar improvements in live weight gain, average daily gain, and feed efficiency as those reported in hormone implants (Allen et al., 2009; Avendano-Reyes et al., 2006; Beckett et al., 2009; Elam et al., 2009; Gruber et al., 2007; Kellermeier et al., 2009; Scramlin et al., 2010). In addition, these compounds have been reported to have profound effects on hot carcass weight, Longissimus muscle area and carcass cutability (Gruber et al., 2007; Hilton et al., 2010; Rathmann et al., 2009; Scramlin et al., 2010; Shook et al., 2009; Vogel et al., 2009). It is because of this that cattle feeders have drastically increased use of beta-agonists since their FDA approval, and a growing portion of the fed cattle population receive a dietary beta-agonist supplement that is provided within the final 20 to 30 days of finishing.

Agriculture has always played and will continue to play a dominant role in the growth of Indian economy in the foreseeable future. It represents the largest sector producing around 28 per cent of the gross domestic product (GDP). Achieving self sufficiency in food grains production has ensured a high priority for agricultural sector in the successive development plans of the country. Agricultural production is grossly affected by attack of pests/diseases on various crops and the losses in food grains only are to the tune of Rs 90,000 crores each year in India. The prevention of such losses needs substantial consideration and accordingly forewarning of pests and diseases is essential for taking timely control measures. These are also required for assessing losses. Pest/disease infestation in crops is highly influenced by meteorological factors. The weather based modeling for early warning of pest/disease infestation may provide appropriate tool for investigating and predicting pest/disease status.

Introduction

Huge population in the developing countries requires increased amounts of food and fiber from a shrinking agricultural land base. Intensification of agriculture through expansion of irrigation facilities, introduction of high yielding varieties and application of increased amounts of agrochemicals has been in progress. Besides, the cultural practices like spacing, crop rotations, sowing times and tillage methods have been modified to achieve maximum productively per unit time from the available land. However, along with various technological achievements, sever outbreaks of insect pests, diseases and weeds in agricultural crops have also occurred. Many hitherto unknown species have assumed serious status and some of the serious pests have developed resistance to one or more groups of pesticides. In addition, pesticides have contaminated different components of our environment and pose a potential health hazard to consumers. Therefore, the future pest problems will have to be tackled in an environmentally benign manner as a part of a sustainable crop production technology (Dhaliwal and Heinrichs, 1998; Koul et al., 2004; Koul, 2008).