eChapters

A. Bhattacharya

6.1.    Macronutrients (Primary)
    
6.2.    Macronutrients (Secondary and Tertiary)
    
6.3.    Micronutrients
    
6.4.    Inter-relationships Between Nutrient Elements
    
    6.4.1.    Synergism
    6.4.2.    Antagonism
    
6.5.    Potassium Inter-relationships with Macronutrients
    
    6.5.1.    Potassium Inter-relationships with Secondary Nutrients
    6.5.2.    Potassium Inter-relationships with Micronutrients
    
6.6.    Nutrient Deficiency
    
6.7.    Role of Mineral Nutrition Against Environmental Stress
    
6.8.    Role of Mineral Nutrition Against Drought Stress
    
6.9.    Role of Potassium in Abiotic Stress Resistance
    
    6.9.1.    Potassium and Drought Stress
    6.9.2.    Cell Elongation and Cell Membrane Stability
    6.9.3.    Aquaporins and Water Uptake
    6.9.4.    Osmotic Adjustment
    6.9.5.    Stomatal Regulation
    6.9.6.    Detoxification of Reactive Oxygen Species
    6.9.7.    Potassium and Salt Stress
    6.9.8.    Potassium and Low-Temperature Stress
    6.9.9.    Potassium and Waterlogging Stress
    
6.10.    Partition of Photosynthates under Nutrient Deficiency
        
References

14.1. INTRODUCTION

Barley (Hordeum vulgare L. emend. Bowden) is one the most important ancient crops and played very important role in the development of agriculture and human civilization. It has also played crucial role in the progress of science of agriculture, physiology, genetics, plant breeding and malting and brewing science. It is the fourth most cereal crop after rice, wheat and maize in acreages and production in the world.  It is grown and used all around the world in many countries and has fed livestock, poultry and people since ancient time.  Barley was domesticated about 10,000 years ago in the Fertile Crescent of the Near East. Fertile Crescent is considered the first of at least seven primary centres of agriculture origin in the world (Smith, 1998; Baik and Ulrich, 2008). Barley is best known around the world as a feed grain and a premier grains for malting and brewing. When most people think of composition of beer, they only think of barley over other cereals. Although utilization of barley for food is relatively low as compared to other cereals today, throughout its history barley has remained an important and major food source poor people living in Western and Eastern Asia and Northern and Eastern Himalayan region nation like Tibet, Nepal and in Northern and Eastern Africa (Newman and Newman, 2006, 2008). Moreover, there has been resurgence of interest and use of barley as food primarily in the developed world due to an increasing emphasis on incorporating the diversity in consumption of whole grain in people’s diets due to its health benefits.

1. White alkali soils also know as

a. Acid soil                  b. Saline soil

c. Saline sodic soil    d. Sodic soil

7.1 INTRODUCTION

An understanding of the processes of oxidation and reduction in soils and the associated changes and practical implications requires a knowledge firstly of soil respiration and the movement of O₂ and CO₂ in soils, and secondly an appreciation of the significance of the changes which occur when, as a result of the use of all the O₂ in a given zone of the soil, respiration changes from aerobic to anaerobic. This results in marked changes in the biochemistry of the system. A basic knowledge is therefore needed of the microbiology and biochemistry of aerobic and anaerobic respiration and of the physics of gas movement, as well as of the chemistry of the system.

1. Introduction

Kiwifruit (Actinidia deliciosa Chev.) is among the most recently domesticated of all fruit plants. The kiwifruit of international commerce are large – fruited selections of Actinidia deliciosa Planch and Actinidia deliciosa (A. Chev.) C F Liang et A. R. Ferguson, belongs to family Acitinidiaceae. A. chinensis has been cultivated commercially for little more than 20 years, however, A. deliciosa for about 70 years. This is known as “China’s miracle fruit” and “Horticulture wonder of New Zealand”. Although this fruit vine originated in China, yet its full economic potential was exploited by the New Zealanders, which accounts for over 70 per cent of world trade (Franco, 1990). Kiwifruit has completely replaced the older name of ‘Chinese gooseberry’. In China, ‘Mihoutao’ (monkey peach) is used for all Actinidia species, but as A. chinensis and A. deliciosa are by far the most important economically of the various Actinidia species in China, they are often simply referred to together as Mithoutao. More explicitly, the two species are sometimes referred to together as Zhonghua (Chinese) Mihoutao. In other countries of the world, its cultivation gained momentum after 1960s and now is cultivated on a commercial scale in USA, Italy China, Japan, France, Germany and Australia.

In India, it was first introduced in 1960 at Lalbagh garden, Bangalore, but the plant did not come into bearing due to lack of chilling requirement during winter for its bud break. Later on, in 1963, it was introduced in Shimla hills, where the plant came into bearing in 1969. In order to assess the performance of kiwifruit cultivation in different agro-climatic conditions of state its plantation were done at different locations. After evaluation, this fruit was recommended for commercial cultivation in mid and low hills of the state. It can also be grown in mid hill of Jammu and Kashmir, Uttrakhand, Sikkim, Arunachal Pradesh, Meghalaya, Nagaland and Nilgiri hills of south India.

Interaction of radiant energy, exhibiting the properties of both waves and particles, with matter is dealt in spectroscopy. Matter may be defined as material, existing in solid or liquid or gaseous phase, which is composed of molecules, atoms, or ions. Atoms, molecules, and ions, irrespective of their physical state, remain in constant motion in a matter. Molecules may rotate, vibrate, and move from place to place in space. While radiant energy interacts with matter, these molecular motions are influenced to some extent. It is observed that radiations from ultraviolet and visible range of electromagnetic spectrum lead to the movement of bonding electrons from lowest energy state (ground state) to higher energy state (excited state) in the molecules, while absorption of IR radiation causes the molecule to vibrate more. Such changes, referred to as transition, are responsible for changing the molecular energy level.

LUMBAR VERTEBRAE

Ox: The lumbar vertebrae are characterized by elongated flattened transverse processes (projecting outwards) and large, strongly curved articular processes (Fig.5.1a). The body is constricted in the middle and expanded at the extremities. The anterior extermity is less convex and posterior is less concave. The posterior vertebral notches are much deeper. The intervertebral foramina are often double in the anterior part of the series and are very large further back.

Myristica fragrans Houtt., the nutmeg tree is unique among spice plants as the donor of two distinct spices; nutmeg and mace.Native of Indonesia (Moluccas islands), nutmeg tree grows there abundantly and is now naturalised in West Indies, Srilanka, India, Phillipines, Tropical America and Pacific Islands. (Varghese, 2000). In India, the plant is grown in certain pockets of Kerala, Tamil Nadu, Karnataka, Goa, Maharashtra, North East India and Andamans (Krishnamoorthy, 2000). It is also grown in a small scale in Srilanka, Trinidad, China, Tobago, Zanzibar and Mauritius.

4.1. INTRODUCTION

Water stress is the single most severe limitation to the productivity of rice in the rainfed ecosystem (Widawsky and O’Toole, 1990). Drought has been defined as the inadequacy of water availability, including precipitation and soil moisture storage capacity, in quantity and distribution during the life cycle of the crop to restrict expression of its full genetic yield potential. Drought is actually a meteorological event which implies the absence of rainfall for a period of time, long enough to cause moisture-depletion in soil and water deficit with a decrease of water potential in plant tissues. Under drought conditions, water stress develops in the plants as the demand exceeds supply of water; this may occur either/or both due to atmospheric or soil conditions, and is reflected in a gradient of water potentials developed between the soil or soil-root interface and leaf, the transpiring organ. Moisture stress is likely to develop to a different rate in different plant organs along with the gradient. Drought like many other environmental stresses has adverse effects on plant growth and yield.

The products of the plants which are used as food adjuncts to add taste only is called

A. Spices                   B. Medicinal plants

C. Aromatic plants     D. Condiments

Size – Shapes - Arrangements – Morphology

Bacteria are very small, most being approximately 0.5 to 1.0 mm diameter. Smallest bacteria are Mycoplasmas, as small as 0.2 micrometers (almost as small as largest poxviruses).

Accepted wisdom is that bacteria are smaller than eukaryotes. But certain cyanobacteria are quite large; Oscillatoria cells are 7 micrometers diameter, size of red blood cells. And certain eukaryotes (e.g. Nanochlorum eukaryotum) are very small, only 1 to 2 micrometers, but true eukaryotes (nucleus, chloroplast, mitochondrion are present). So size difference is, like many generalizations, only a useful yardstick, not an absolute truth.

Epulopiscium fishelsoni, discovered in 1985 in intestinal tract of sturgeonfish, is an enormous, cigar-shaped cell, as large as 80 x 600 micrometers (that’s 0.6 mm, large enough to be seen by the naked eye). Amazingly, this cell is prokaryotic! Initial evidence by EM was hard to believe, but confirmed rRNA comparisons with other organisms, a cousin of Gram-positive Clostridium genus.

The relative size of the bacteria are as follows :

8.1 Climate Change

Climate change is a broad term of global negative phenomena as created predominantly by burning of fossil fuels, which add heat-trapping gases to earth’s atmosphere. The over accumulation of greenhouse gases in the atmosphere lead to increased temperature and this is called as global warming. As a result, sea-level rise; ice mass loss in Greenland, Antarctica, Arctic and mountain glaciers worldwide; shifts in flowering/ plant blooming; and extreme weather events occur.

Advanced artificial-intelligence models can achieve high predictive performance, but their black-box nature limits clinical trust and accountability. This chapter examines interpretability and explainability as essential requirements for trustworthy healthcare analytics. It reviews intrinsically interpretable models, post-hoc explanation methods, example-based approaches and network-based explanations. A framework combining data preparation, model selection, ensemble learning, calibration, uncertainty estimation and explanation validation is presented. An explainable sepsis-risk prediction case study demonstrates logistic modelling, ensemble methods, Bayesian uncertainty, SHAP attribution and network analysis. The chapter also addresses causal reasoning, adversarial robustness, temporal and multimodal data, human-centred explainability, ethical responsibilities and regulatory requirements for dependable clinical AI.

Metabolism - sum total of all chemical reactions in living cells

Catabolic reactions - degrade macromolecules and other molecules to release energy

Anabolic reactions - used to synthesize macromolecules for cell growth, repair, and reproduction

Can divide metabolism into 4 groups: carbohydrates, lipids, amino acids, nucleotides.

18.1 Introduction

The Packaging Institute International describes packaging as the enclosure of items, packages or products in a wrapped pouch, box, bag, cup, can, tray, tube, bottle or other container for protection, preservation, containment, communication, performance and utility. To an engineer or a scientist, it is technical matter as it is a system designed for efficient delivery of safe food products with high quality, via each and every stage of distribution chain, from production of raw material to food manufacture, packaging, retail, wholesale, consumer, disposal and finally recycling or of resource resurgence. The extent of food packaging is literally broad as it encompasses technological activities such as graphic and machinery design, package manufacture and development, shelf life testing, distribution and marketing. Food packaging science is a discipline which applies principles from four major areas of science (materials science, food science, information science and socioeconomics) to understand the properties of packaging materials, packaging requirements of foods and the packaging system. Both material science and food science have been two major contributors for food packaging development. Material science is important to understand the mechanical strength, barrier properties, appearance and physical and chemical properties of paper, glass, metal, polymer and composite. Food science is important to understand the deterioration kinetics of foods (such as microbial growth, lipid oxidation, moisture loss or gain) governs the food shelf life. Food packaging technology is a science based solutions to address specific food packaging needs; examples are tamper evident packaging, microwavable packaging, modified atmospheric packaging, and controlled atmospheric packaging which are aimed at enhancing safety, quality and convenience for the consumer.

Defining-Commercial Plant Breeding

The term commercial plant breeding originates by putting prefix ‘commercial’ before ‘plant breeding’ and is used as an adjective to plant breeding which surely is a noun. Naturally, commercial plant breeding remains largely plant breeding with slight twist that commercial plant breeding aims at delivering commercial products to be delivered to the end users that is the farmers as per the need of the consumers/markets. Thus, the farmers plant those products (open-pollinated cultivars and hybrids) which are easily accepted by the consumers and which are easy to be handled by the traders as the products reach to the traders and then from traders to the retailers and ultimately to the consumers. Along with consumers’ acceptance, these kinds of products must meet certain level of yield, maturity and resistance/tolerance to diseases and pests. Accordingly, these are designed and bred by the commercial seed companies which operate as per demand of the markets. Private seed companies operate on a business model and generate their own revenue to keep the companies running and therefore these seed companies are bound to design and breed commercially viable products. Thus, all plant breeding activities which occur at the research farm and laboratory of private seed companies aimed at designing and delivering commercially viable products are called as commercial plant breeding activities. While designing such project and running the plant breeding activities at the research farm and laboratories of the private seed companies, the emphasis has to be on ‘how to do’ and ‘how quickly to do’ rather than ‘why to do’. ‘Why to do’ issue is not totally ignored and this gets due consideration while formulating the research project based on extensive deliberations between various departments, namely, R&D, Sales and Marketing, Product Development, and Seed Production.

The term commercial plant breeding is generally not in use in public sector research institutes and the agricultural universities and certainly not in class room teachings and discussions while teaching courses on plant breeding and related courses under the domain of plant breeding. There the focus is on theory in contrast to applications which form the backbone of commercial plant breeding as practiced by the commercial organizations such as private sector seed companies which have to earn revenue by selling the products to meet the operational expenditure of running the companies and also to earn profit to run the activities of the company on long term basis in a sustainable manner and to invest in R&D. Therefore, a working definition of commercial plant breeding could be as follows.

1. TYPES AND GRADES OF IMMUNITY

The immune response, which has inherited the character of memory, as evinced by rapidity and specificity of the responses on the second exposure to antigen, was cleared the minds of scientists especially bacteriologists who could find certain cells especially lymphocytes to play a major role in immune response.
 
The fact that the blood also contains soluble protective substances both heat stable which were later known as antibody and heat labile, later called as the complement system. These two were regarded as totally separate phenomenon in the beginning years. Eventually the distinctions between specific and non-specific responses were understood.
 
There are two types of immunity
    i)    Non-specific (Innate, natural or native) immunity
    ii)    Specific (Acquired) immunity.

1. Introduction The chapter aims to bring out the potential benefits of radiation processing technology for value-addition of millets. How the radiation processing technology can be exploited for making millets as a popular staple food would be the central theme. The key focus is to establish if irradiation (the term generally used for radiation processing of any material) can be employed for making millets for different purposes relevant to farmers and consumers. In order to understand and prove, we would list out the challenges involved in developing the market for millets. The key points that need to be considered for this go-to-market strategy for millets are : a) Millet grains have a long shelf-life, much better than the popular grains e.g., rice and wheat, consumed worldwide, but millet flour shelf life is significantly much shorter.