eChapters

Many times, users have to work with raster datasets of different spatial and radiometric resolutions. So, there is requirement of bringing their resolutions to the same resolution in order to facilitate their processing. Resampling is the process of deriving pixel values from the existing image to the new raster image of different pixel size. Resampling is most common pre-processing step in remote sensing. It is done both at spatial and radiometric scale. At spatial scale, resampling is done either to increase the spatial resolution i.e. decrease pixel size known as Upsampling or to decrease the spatial resolution i.e. increase pixel size known as Downsampling. Radiometric resampling is performed to increase or decrease the radiometric resolution of the image. In R, resampling of raster image is performed by raster package. The details of the resampling methods and their respective R – code with examples are discussed in this chapter.

First of all, we need to import the raster image on which we wish to perform resampling operations by using following R – code. In R, resampling is feasible on one band only. So, we will import single band raster image.

A white to light brown powder, is a heteropolysaccharide derived from the cell wall of higher terrestrial plants. It is mainly used in food as a gelling agent in jams and jellies. Today it is also used in fillings, sweets, as a stabiliser in fruit juices and milk drinks and as a source of dietary fiber in foods. Pectin is a heterogeneous grouping of acidic structural polysaccharides, found in fruit and vegetables and mainly prepared from ‘waste’ citrus peel and apple pomace. Pectin has a complex structure. Preparations consist of sub-structural entities that depend on their source and extraction methodology. Commercial extraction causes extensive degradation of the neutral sugar-containing side chains.

Pectin was first isolated and described in 1825 by Henri Braconnot, though the action of pectin to make jams and marmalades was known long before. To obtain well set jams from fruits that had little or only poor quality pectin, pectin-rich fruits or their extracts were mixed into the recipe. During industrialization, the makers of fruit preserves soon turned to producers of apple juice to obtain dried apple pomace that was then cooked to extract pectin. Later, in the 1920s and 1930s, factories were built that commercially extracted pectin from dried apple-pomace and later citrus-peel in regions that produced apple juice in both the USA and in Europe. At first pectin was sold as a liquid extract, but nowadays pectin is often used as dried powder that is easier to store and handle than a liquid

Appliances which help or assist in doing household work as cooking, cleaning and food preservation are known as equipments. A equipment also referred to as a domestic appliance or an electric appliance or a household appliance.

INTRODUCTION

An expanding aquaculture industry that offers high incomes and job opportunities to people worldwide is ornamental fish farming. With over 2 billion live ornamental fish traded globally, the ornamental fish trade has become a very lucrative sector (Das & Biswas, 2016; Katia, 2001) with global net worth of more than 20 billion USD. According to Saxena (1994), the most significant factor influencing an ornamental fish's market value is its vibrant body colouration. Fish are incapable to synthesize carotenoids De novo (Goodwin 1951),and rely on dietary carotenoids for its body pigmentation (Hata and Hata, 1973). So, there is hence a direct correlation between pigmentation and dietary carotenoids(Halten et al., 1995). Aquatic animals' skin, meat, shell, and exoskeleton are coloured red, orange, and yellow due to a class of naturally occurring lipid-soluble organic pigments called carotenoids (Pailanet al., 2012). Fish skin and muscle colour regulation is significantly influenced by dietary carotenoids (Ahilan et al., 2008). The freshwater ornamental fish industry has encountered the issue of fadingfish body colouration, particularly in cases where the fish are reared in captivity for extended periods of time and subjected to rigorous cultivation conditions (Das and Biswas, 2016). According to Das and Biswas (2016), an ornamental fish's food should generally be nutritionally balanced, appetizing, resistant to crumbling, water stable, buoyant, and enhance or retain the fish coloration.

The phenomena of coloration in fish are quite significant and have a direct impact on its aesthetic value. If pigment-enriched feed can be prepared and used to increase coloration, the fish will undoubtedly have better quality and a cheaper price tag. Detailed research on colour enrichment in native ornamental fish using formulated feed is lacking (Das and Biswas, 2016). For the purpose of colour enrichment in fish, native plant sources have been used. Choubert (1979), Boonyaratpalin and Phromkunthong (1986), and Alagappan et al. (2004), utilized spirulina as a source of carotenoid colours for fancy carp and rainbow trout. Enhancement of pigmentation of Cyprinus carpio and Carassius auratus with microalgal biomass supplementation has demonstrated that Chlorella vulgaris is just as effective as synthetic colours (Gouveia et al., 2003). Alagappan et al. (2004) observed increased body pigmentation in Trichogaster trichopterus using Spirulina sp. algae as a source of carotenoid pigment. The body pigmentation of goldfish (Carassius auratus L.), red swordtail (Xiphophorus helleri), and tiger barb (Puntius tetrazona) was enhanced by feeding with marigold petal diet (Boonyarapatin and Lovell, 1977; Ezhil et al., 2008; Alma et al., 2013). Using natural sources of carotenoid pigments to improve the colour of ornamental fish is a cost-effective and ecofriendly solution. Due to the aforementioned information, the current study was carried out to assess how dietary natural carotenoids from source such broccoli (Brassica oleracea var. italica) effects the development and coloration of Blue Gourami, Trichogaster trichopterus, one of the important ornamental fishes with high market value.

Introduction

There are a growing number of academics and publishers who believe quite firmly that once the transition from print to electronic journals has been made — particularly within the scientific, medical and technical (STM) sector of the journals market — there will be no role for libraries in the scholarly communication chain. Electronic journals can be delivered directly from the publisher  to the user’s desktop. Such a scenario is certainly possible, but it is unlikely for a number of reasons.

The technique of preserving fruit by the use of low temperature dates from the eighteenth century with the first use of ice house in 1750. Later in 1800s commercial cold storages have come up for the storage of perishables like meat, dairy and fruit products.  The main change took place in the cold store in recent years has been the introduction of multi temperature chambers with humidity control for specific products. Cold preservation can be either refrigeration or freezing. Household refrigerators usually run at 4-7^ºC. Chilling or cold storage usually uses a slightly lower temperature on the basis of the food to be refrigerated. In freezing a temperature of -18^ºC or below is used. Chilling will preserve perishable foods for days or weeks and freezing will preserve foods for months or even years.

Fruit and vegetables play an important role in human nutrition. They are vital source of essential minerals, vitamins and dietary fibre and supply complex carbohydrate and protein. They are good source of calcium, phosphorus, iron and magnesium and contribute over 90% of dietary vitamin C. Green and yellow fruits and vegetables are a rich source of vitamin A (β-carotene). Thiamine, niacin and folic acid, which are required for normal functioning of the human body, are also present in significant qualities. Fruit is an important food in diet designed to reduce the risk of coronary heart disease in developed countries. It is not surprising, then, that certain fruit components exert pharmacological or therapeutic effect. The antioxidant properties of β -carotene may also a role in prevention of some forms of cancers. Packing and handling systems have been developed to move the product from farm to consumer expeditiously in order to minimize quality degradation. Food irradiation is a physical process like drying, freezing, thermal processing (canning and pasteurization) that can be used to disinfest, sterile and preserve food. The use of chemical preservatives to inhibit the growth of spoilage bacteria in modern food system has been recognized as deterrent to health. The present day, customer demands food products with no chemical preservatives, free from additives, natural with assured safety and better long shelf life.

The deterioration in foods during storage may include loses in organoleptic desirability, nutritional value, safety and aesthetic appeal. Food is subjected to physical, chemical and biological deterioration. Heat, cold, light, humidity, other radiation, gas composition, moisture, dryness, natural food enzymes, micro and macro organism, and industrial contaminants are adversely affect the food quality and their shelf life. The practice of drying, curing and fermentation are among the conventional methods of preservation used for thousand years.

Q.1 In addition to the assumption of ANOVA, the other point which is given due consideration by the statistician is “The stability of variance.”

Q.2 In any investigation, if it is possible to incorporate the “randomisation procedure” then it is customary to rely on “ Randomisation” to break up any “correlation among experimental errors”

Introduction

Forest trees constitute ~82% of the continental biomass and harbour >50% of the terrestrial biodiversity. They also help to mitigate climate change, and provide a wide range of products that meet human needs, including wood, biomass, paper, fuel and biomaterials. Field-grown trees are routinely exposed to environmental stress. Current and predicted climatic conditions, such as prolonged drought, increased salinisation of soil and water and low temperature episodes pose a serious threat to forest productivity worldwide, affecting tree growth and survival. According to the reports of the Intergovernmental Panel on Climate Change, these stresses will increase in the near future because of global climate change.

Introduction
Antimicrobial resistance (AMR) poses an escalating threat to global health, eroding the efficacy of antibiotics and complicating the management of bacterial infections. The proliferation of resistant pathogens, such as methicillin-resistant Staphylococcus aureus (MRSA), extended-spectrum betalactamase (ESBL)-producing Enterobacteriaceae, and multidrug-resistant Mycobacterium tuberculosis, has driven significant increases in morbidity, mortality, and healthcare costs. The ability to detect AMR accurately and promptly is paramount for guiding clinicians in selecting effective therapies, implementing targeted infection control measures, and informing public health strategies to curb the spread of resistant organisms. Conventional methods, rooted in phenotypic assessments, have served as the cornerstone of AMR detection in clinical microbiology laboratories for decades. These techniques evaluate bacterial growth under controlled exposure to antibiotics, offering direct evidence of resistance or susceptibility that molecular approaches, which focus on genetic markers, may miss due to silent mutations, complex regulatory mechanisms, or novel resistance pathways. This chapter provides an exhaustive examination of conventional AMR detection methods, encompassing disk diffusion, broth and agar dilution, gradient diffusion, and automated susceptibility testing systems. These approaches, refined through decades of clinical and research application, remain indispensable for their reliability, cost-effectiveness, and adaptability across diverse settings, from well-resourced tertiary hospitals to laboratories in low-income regions. By exploring their principles, procedures, applications, and limitations, we aim to underscore their enduring significance amidst the rise of rapid molecular diagnostics. The discussion also addresses specialized tests for detecting specific resistance mechanisms, such as beta-lactamase production, inducible clindamycin resistance, and carbapenem’s activity, which are critical for tailoring antimicrobial therapy. Through a critical lens, this chapter evaluates the strengths and challenges of these methods, offering insights into their role in addressing the global AMR crisis, their integration with emerging technologies, and their continued relevance in both routine diagnostics and epidemiological surveillance. The value of conventional methods lies in their ability to translate laboratory findings into actionable clinical decisions. Unlike genotypic methods, which detect resistance genes but may not predict phenotypic behaviour, these techniques assess how bacteria respond to antibiotics under conditions mimicking in vivo environments, aligning closely with therapeutic outcomes. As resistance patterns grow increasingly complex, driven by mechanisms like carbapenem’s and efflux pumps, conventional methods provide a practical foundation for diagnostics, particularly in resource-limited settings where advanced molecular tools are often inaccessible. Their role in global AMR surveillance, such as through the World Health Organization’s Global Antimicrobial Resistance Surveillance System (GLASS), further underscores their importance in tracking resistance trends and informing policy.

This chapter introduces the commercial handling and processing of shell eggs from reception through packing. It examines pre-processing inspection, egg washing, cleaning, sanitization, drying, oiling, shell treatment, candling and defect removal. Automated grading and packing operations, plant layout, equipment, effluent management, sanitation and cleaning-in-place are also addressed. The chapter emphasizes traceability, good manufacturing practices and careful handling to prevent contamination and breakage. It demonstrates how packing stations preserve the quality delivered from the farm rather than creating quality after the fact.

Introduction

Under arid and semi-arid regions of the world, major problems are salinity, alkalinity and calcareousness, which seems to further aggravate with changing climate scenario. Besides, most of the developing countries lies in this zone with flanging population resulting from shrinking of land resource and good quality of irrigation water. Globally area under saline/sodic soils is about 953mha covering 8% of the land surface. Resent estimates indicate that 6.7 mha area in India is affected by soil salinity and alkalinity and about 25% of ground water are sodic and/or saline in the country. There are two important approaches for utilizing saline alkali or calcareous environment. The first one is to modify the environment so as to suit the plant or modifying the plant and the second one is to substitute the plant species so as to suit the environment. However, second option is cost effective and most sustainable.

1. Introduction

The therapeutic efficacy of many indigenous plants for various diseases has been described by traditional herbal medicine practitioners (Bharat and Parabia, 2010). Natural products are the source of synthetic and traditional herbal medicine. They are still the primary health care system in some parts of the world (Mahmud et al., 2010). In India, local empirical knowledge about medicinal properties of plants is the basis for their uses as a home remedies. It is generally accepted by many Indians and elsewhere in the world that beneficial medicinal effects can be obtained by ingesting plant products. Plants bear the basis of many traditional medicines throughout the world for thousands of years and continue to provide new remedies to mankind (Patel, 2009). The World Health Organization (WHO) also encourages, recommends and promotes the use of traditional and herbal remedies in the National Health Care Program because these medicines are easily available at low cost, comparatively safe and people have faith in such remedies (Wani, 2007). Herbal medicines are promising choice over modern synthetic drugs. Due to the serious obsession with the modern medicinal system, people have started looking at the ancient healing systems like Ayurveda, Siddha and Unani (Shankar and Ved, 2003).

I. General information

1. Japanese flower arrangement is called as Ikebana
2. Meaning for Ikebana is flowers kept alive
3. Western style of flower arrangement involves symmetrical arrangement of flowering plants in a vase
4. Ikebana style possess asymmetric flower arrangement
5. Tatebana is a type of flower arrangement in which flowers are placed in standing arrangement and are of tall nature
6. Basic lines of Japanese flower arrangement are heaven, man and earth
7. ‘Shin’ in Japanese flower arrangement represents Heaven
8. ‘Soe’ in Japanese flower arrangement represents Man

Q.1 The most fundamental assumption to be followed by random variable for using the standard method (parametric statistic) or parametric inference is that the random variable follows normal distribution.

Q.2 The standard parametric techniques are not useful for estimating parameters and testing hypothesis about them.

Cation Exchange of Clay Minerals in Soil

The term “clay mineral” refers to phyllosilicate minerals and to minerals which impart plasticity to clay and which harden upon drying or firing. Clay minerals are layer silicates that are formed usually as products of chemical weathering of other silicate minerals at the earth’s surface. Clay minerals in soil play a significant role in exchanging cations, which are positively charged ions, and in regulating soil fertility and nutrient availability. Cation exchange capacity (CEC) is a measure of a soil’s ability to exchange cations and is influenced by the type, abundance, and charge properties of clay minerals in the soil. Clay minerals have a high CEC due to the presence of charged surfaces (silanol and alumoxane groups) that can exchange cations with the soil solution. The most common cations exchanged by clay minerals are hydrogen (H+), calcium (Ca2+), magnesium (Mg2+), potassium (K+), and sodium (Na+). When a soil solution comes into contact with clay minerals, cations in the soil solution are adsorbed or attracted to the charged surfaces of the clay particles.

Organizational communication can be defined as the process of the flow (Transmission and Reception) of goal oriented messages between sources, in a pattern and through a medium or media. And organizational communication is the study of how people communicate within an organizational context, or the influence of, or interaction with organizational structures in communicating / organizing.

An additional elements in organizational communication (not present in interpersonal communication) is the flow pattern of messages. Thus here are 6 elements in organizational communication.

1. The transmitting source

2. The receiving source

3. Source (the target)

4. The transmitted message

5. The goal of the message

6. The medium or media and the flow pattern (which is called network). The transmitting and receiving sources are the people sending and receiving the message.

Natural farming is about keeping the long-term health of the soil in mind. Soil health is an active state or condition in which soil functions as a vital living ecosystem, enhancing plant, animal, and human health. Healthy soil has a good balance of minerals, organic matter, and moisture. With life processes occurring constantly, it has many complementary internal resources that allow it to be less reliant on external inputs. Natural farming helps to build this soil health, so that many years down the line, soil is in good health without being weakened by prolonged input redundancy. Regular tillage, which turns the soil over and breaks up the mycorrhizal fungi that connect the plants, is unnecessary in natural farming. We do not till. When we encourage life in the soil, it produces better soil heading towards fertility. Feeding the soil is the goal of natural farming. Ensuring robust health in the soil will, in turn, produce healthy plants, and by extension, a nutritious offering of produce. Soil health is a critical factor for natural farming. In every action we take to improve the health of the soil, we are addressing a component of healthy farming and being kind to the land. Soil health is the foundation of natural farming. The following sections detail the importance of organic matter, the role of microorganisms, water conservation, and preparation of natural inputs. By understanding these facts, we can truly understand soil health. Commercial inputs like pesticides, herbicides, and chemical fertilizers cost money. Natural farming aims to avoid the profit-zapping reliance on these costly inputs. Healthy soil produces hardy crops; strong plants do not get sick. Kept at their peak of health, strong, lifefilled soils have a congress of life in their root zones, providing steady food and balance to crops. There are no external inputs constantly taxing the health of these crops. By tending to the farm as a living system, soils and plants are helped to be as healthy as possible, of their own accord.