eChapters

ABSTRACT

Methylotrophy is a phenomenon by which microorganisms derive energy, and in many cases, cell carbon from reduced molecules that have no C–C bond (also called C1compounds). This gains significance because of its unique mode of nutrition, the ability to utilize more than one metabolic pathway and its vast distribution among various groups of bacteria and yeasts. It is one of the earliest modes of energy metabolism present in microorganisms, through which microorganisms are able to utilize a wide range of compounds, which are considered unsuitable for most forms of life. In the present chapter we focus on various aspects of methylotrophy, and the application of methylotrophic bacteria in a spectrum of biological activities and commercial possibilities.

Precision agriculture depends on information collected through ground sensors, satellites, IoT systems and other connected devices. However, these data sources differ in spatial resolution, timing, quality and technical compatibility. This chapter introduces a computational framework for acquiring, harmonizing and analysing heterogeneous agricultural data. Preprocessing methods address noise, missing values and inconsistencies, while machine learning, deep learning and ensemble models identify useful environmental, spectral and temporal patterns. Applications include crop-health assessment, soil-moisture estimation, yield prediction and climate-resilience planning. Edge and cloud computing support scalability and real-time operation. Integrating multiple data sources can improve model accuracy, robustness and the practical usefulness of intelligent farming systems.

ABSTRACT

Industrial and agricultural activities and the disposal of waste products have resulted in the contamination of many terrestrial environments. Industrial effluents often contain considerable amount of potentially toxic compounds such as Cd, As, Pb and Hg. Due to their small size, which provides a large contact area that can interact with the surrounding environment, microorganisms are the first biota showing the impact of toxic compounds. Microorganisms being in intimate contact with the soil environment are considered to be the best indicators of soil pollution. In general, they are very sensitive to low concentrations of contaminants and provide a rapid response to soil perturbation. Rhizobium spp. are ubiquitous gram-negative soil bacteria that have a profound scientific and agronomic significance due to their ability to establish nitrogen-fixing symbiosis with legumes, which is of major importance to the maintenance of soil fertility and to feed livestock and populations in many developing countries. Therefore, the present work aimed to evaluate the impact of heavy metals on Rhizobium populations isolated from different locations contaminated with heavy metals. In order to reach this goal some physicochemical parameters that influence metal bioavailability were determined, as well as their concentrations in soil. Cadmium tolerance of Rhizobium isolates was screened in artificial media and the highest cadmium concentration allowing growth was defined as the maximum resistance level (MRL). The heavy metal tolerance variability found among Rhizobium isolates, suggests that beyond basic metabolic machinery also exist variations that allow isolates to display distinct tolerance responses to Cd stress. To better understand Rhizobium cadmium tolerance, wall-bound and intracellular Cd was determined. Sensitive and moderately tolerant isolates showed low intracellular Cd amounts when compared to extremely tolerant isolates, which were able to withstand intracellular Cd concentrations 40 times higher. Lipopolysaccharides (LPS) bind cations unspecifically, so they constitute the initial defence mechanism to heavy metals since they sequestrate cations and therefore prevent their entry into the cell. LPS quantity varied significantly between isolates. LPS increases were observed in most sensitive, moderately tolerant and tolerant isolates, evidencing an attempt of cells to adjust to cadmium entry. These results may be of great importance for understanding how Rhizobium persists in contaminated soils. They also provide important data to the development of bioremediation processes and to the improvement of soil productivity.

The heart is a muscular structure that contracts in a rhythmic pattern to pump blood. The heart functions as a pump to provide a continuous circulation of blood throughout the body.The blood vessels that take blood from the heart to the various tissues are called arteries.Arterioles open into a network of capillaries which constitute the microcirculation. Circulation of blood in the body is important for the transport of nutrients to all parts of the body and for the transport of gases and waste products. The primary function of the heart is to transfer sufficient blood from the venous system to the arterial side of the circulation under sufficient pressure to maintain the circulatory needs of the body.

2.1 Geological and accelerated erosion

Erosion has always taken place, and always will. The surface of the earth is constantly changing, with mountains rising, valleys being cut deeper and wider, the coast line receding here and advancing there. The physical pattern of the surface of the earth which we see today is not the result of some single cataclysmic sculpturing but the result of changes so infinitely slow that only after centuries is the effect noticeable. Erosion is simply one of the aspects of the constant process of change. It is fundamental to the formation of alluvial soils and sedimentary rocks. Man’s activities seldom slow down or halt the process but frequently speed it up. We usually refer to geological erosion or normal erosion, or natural erosion when we mean that which results only from the forces of nature, and to accelerated erosion when the process is influenced by man.

When trying to predict the probable severity of man-made erosion it helps to consider the rate of geological erosion. If the conditions of climate and topography are such that geological erosion is quicker than usual, then these sameronditions will also lead to particularly severe accelerated erosion. Extreme examples of both kinds of erosion are shown in plates 2.1 and 2.2.

1. Pharmaceutical Quality System

1.1 Introduction

This document establishes a new ICH tripartite guideline describing a model for an effective quality management system for the pharmaceutical industry, referredto as the Pharmaceutical Quality System. Throughout this guideline, the term “pharmaceutical quality system” refers to the ICH Q10 model.

ICH Q10 describes one comprehensive model for an effective pharmaceutical quality system that is based on International Standards Organisation (ISO) quality concepts, includes applicable Good Manufacturing Practice (GMP) regulations and complements ICH Q8 “Pharmaceutical Development” and ICH Q9 “Quality Risk Management”. ICH Q10 is a model for a pharmaceutical quality system that can be implemented throughout the different stages of a product lifecycle. Much of the content of ICH Q10 applicable to manufacturing sites is currently specified by regional GMP requirements. ICH Q10 is not intended to create any new expectations beyond current regulatory requirements. Consequently, the content ofICH Q10 that is additional to current regional GMP requirements is optional.

ICH Q10 demonstrates industry and regulatory authorities’ support of an effective pharmaceutical quality system to enhance the quality and availability of medicines around the world in the interest of public health. Implementation of ICH Q10 throughout the product lifecycle should facilitate innovation and continual improvement and strengthen the link between pharmaceutical development and manufacturing activities.

Introduction to Statistics

The word statistics has been derived from Latin word “status”, the German word “statistik”, the Italian word “statistica” or the French word “statistique”. During early periods, it was used by emperors and kings only for collecting the information about state and other information which was needed about their people, their number, land, status of people, revenue of the state etc. Gradually, it meaning and uses extended and there onwards its nature changed.

Some scientist/ researchers were given definition of statistics as per time and place.

• An ancient date, A.L. Bowley gives some definitions according their use and place. He seems to be inadequate because these do not include all aspects of statistics. As per time, place or requirement, he gave three definitions of statistics:

• Statistics may be called the science of counting

• Statistics may rightly be called the science of average

• Statistics as the science of counting and average

Substances which are in excess of the body and/or are harmful need to be removed constantly. This function is carried out by the excretory organs which include skin, gastrointestinal tract and kidney. Skin excretes water and salts in the form of sweat. Gastrointestinal tract removes undigested food material as well as some heavy metals in the form of faeces. Kidneys are the main excretory organs which together with a pair of ureters, a urinary bladder and urethra constitute the excretory system. Renal function is essential for homeostasis.

Soil health determines agricultural productivity, resource efficiency and long-term sustainability. Conventional laboratory and field-assessment methods provide valuable information but can be time-consuming and difficult to scale. This chapter presents a computational approach combining soil sensors, remote sensing and historical agronomic records. Indicators such as moisture, nutrients, pH and organic matter are processed using data-cleaning and feature-extraction techniques. Random Forest, Support Vector Machine and neural-network models estimate soil-quality parameters and identify degradation patterns. Explainable artificial intelligence improves the transparency and usefulness of predictions. Integration with edge computing enables real-time soil evaluation and supports targeted fertilization, efficient irrigation and sustainable soil-management decisions.

Hypothesis testing enables researchers to determine whether apparent climatic or agricultural differences are statistically meaningful. Parametric tests are appropriate when data satisfy assumptions such as normality and homogeneity, whereas non-parametric tests are useful for irregular, ranked or non-normally distributed observations. This chapter discusses commonly used procedures, assumptions, selection criteria and interpretation. Applications include comparing weather conditions, evaluating crop responses, detecting rainfall or temperature trends and assessing environmental change. Methods such as t-tests, Mann-Whitney, Wilcoxon, Kruskal-Wallis and Mann-Kendall tests are relevant to agroclimatic research. Appropriate test selection improves analytical reliability and supports evidence-based decisions concerning climate variability, crop performance and agricultural adaptation.

16.1 Conservative Technology

Recycling technology being practiced by ancient times by the people who used for municipal industrial effluent. In India the people in rural area, they collected cow dung in a pit. They applied a layer of soil on the cow dung to composting. After three to four months period, they used as manure for the agricultural fields. In a household waste, they collected as organic waste from a kitchen, store a pit allow it for decompose for conversion of compost. People who are residing in house constructed in a plot, they used to generate industrial effluent in a pit and cultivate a kitchen garden like vegetable crops and banana trees etc. in ancient times, the amount organic waste is limited and self purification is taken in small amount of organic waste therefore no organic pollution occurs in rural India.

. Introduction

A primary issue for modern horticulture is facing two contradictory objectives, such as the need to produce food for the increasing world population and to minimize damage to the environment, which can in turn negatively impact horticulture. Fertilizer and chemical use and manufacture are hazardous to the environment and humans. As a result, new and effective environmentally friendly compounds are required. Plant biostimulants, which are harmless for humans and the environment, are one answer. They are particularly useful for lowering pesticides in agriculture. Plant biostimulants have become popular in farming and cultivation in recent years.

Abstract

Extension education as a subject field as well as extending services to clients is found to be associated with the bio-production system and some service areas where the actual stakeholders are not a part of the specified field of knowledge and technology. Taking the example of a bio-production system like agriculture, horticulture, fishery, animal and veterinary science, sericulture, forestry, etc. - paradoxically contrasting to an industrial production system, in which actual practitioners (farmers) do not come to respective institutions where the S & T inputs in the respective fields are generated and disseminated. There lies the necessity and importance of extension in order to reach them with appropriate S & T inputs which can boost up the production and productivity of crops and lands. This is particularly necessary for meeting the food, feed, fiber requirement of the ever-increasing human and animal population as well as to maintain seed reserve. Improvement of bio-production systems in terms of their production and productivity is largely dependent on public (government) funds and efforts are being made to improve these sectors through a different extension program. Since independence through different projects and programme, like, IAAP, IADP, HYVP, IRDP, Training & Visit, IVLP, NAIP, NATP, and many others have been launched. But there was criticism that these projects were not managed efficiently to yield the expected outcome.

Minimizing waste in agricultural and food production is increasingly recognized as a critical pathway toward environmental sustainability, economic efficiency, and food security. Strategies such as waste prevention, material reuse, and resource recycling form the backbone of sustainable waste management in the agri-food chain—from production and processing to distribution and consumption. Globally, agriculture is under pressure to reduce its environmental footprint, with waste generation being a primary concern. Implementing integrated waste management practices across the agri-food sector enhances resource efficiency, improves soil health, creates value-added opportunities, and supports circular economy objectives. In the Indian context, where significant post-harvest losses and agro-industrial residues persist, such strategies are essential for advancing rural development, ecological sustainability, and economic resilience.

Minimization Strategies
Waste reduction starts at the production level with optimized crop planning and judicious input use. Precision agriculture tools—such as GIS mapping, soil health diagnostics, and sensor-based irrigation—enable efficient resource management and reduce chemical overuse. Practices like crop rotation, intercropping, and integrated pest management (IPM) further enhance productivity while minimizing environmental harm. Post-harvest losses, which can exceed 30% in India's fruit and vegetable sectors, are addressed through improved cold chain infrastructure, timely logistics, advanced packaging, and localized value addition. Digital interventions—such as price forecasting apps and e-market platforms—empower farmers to make informed decisions and reduce overproduction and spoilage.

Reproduction in fungi is the formation of new individuals having all the characters of species. It is of two types. Asexual, somatic, or vegetative reproduction does not involve the union of nuclei of sex cells or sex organs. Sexual reproduction is characterized by the union of two opposite nuclei. During reproduction entire thallus is converted into one or more reproductive units. It is called holocarpic fungi (holo = whole, korpos = fungi) ex. Plasmodiophora and Synchytrium. In Plasmodiophora vegetative body is plasmodium, which is transformed into reproductive structure. In some fungi only a part of thallus is transformed into one or more reproductive structures. (eu = true, good, carpus = fruit). These fungi are known as eucarpic. Both somatic and reproductive structures coexist. Ex. Rhizopus, Puccinia and Helminthosporium.

Green composites provide opportunities to reduce dependence on petroleum-derived materials while maintaining useful mechanical and functional performance. This chapter examines the fundamentals of green composites and the major challenges limiting their wider adoption. Important issues include poor interfacial bonding, nanoparticle dispersion, variability of natural fibres, mechanical and thermal limitations, processing difficulties, cost, scalability, and commercialization barriers. Nanoparticle reinforcement is explored as a means of improving tensile strength, stiffness, thermal stability, electrical conductivity, and barrier properties. The chapter also discusses green processing, advanced characterization, emerging applications, sustainability assessment, life-cycle assessment, and future research directions for developing high-performance and commercially viable green composite systems.

Nature has bestowed our country with diverse agro climatic and topographic conditions ranging from temperate to humid and from sea bed to snow line. The existing climatic conditions with a plenty of sunshine, nutrient rich soil, abundant water resources and reservoir of trained manpower, enable our country to grow various types of vegetables in tropical, subtropical, temperate, alpine and desert vegetation zones in one or the other seasons during the year.

Vegetables, the cheapest and nutrient-rich food source within the economic reach of poor man, play a vital role in human diet since they provide carbohydrates, protein, fat, minerals, vitamins, fibers and phytochemicals (non-nutrient bioactive compounds), which are essential for making the body immune system strong, detoxifying carcinogens, reducing muscular degeneration and protecting the body from infectious ailments. Vegetables besides having medicinal values also play an important role in nutritional security and national economy of the country since they are quick growing and short duration, and their yield per unit area per unit time is 5-10 times higher than the cereal crops.

Introduction

Lymphatic tissue in general consists of reticulin fibres and fixed cells (macrophages and reticulin cells), as well as free cells (lymphocytes, plasma cells and granulocytes). In loose lymphatic tissue, fixed cells predominate whereas, in dense lymphatic tissue, free cells predominate. The stem cells which colonize the embryonic thymus and bursa originate in the area pellucida or embryo proper in birds. Late in embryonic development, stem cells may be found in the liver and spleen. In adult life they exist primarily in the bone marrow. The avian lymphatic system is divided into:

A. Primary lymphatic tissue (central): Primary lymphoid organs in birds include the thymus and the bursa of Fabricius, which are the places where lymphocytes develop, and the T-cell and B-cell receptor genes rearrange. The avian primary lymphoid organs, the thymus and the bursa of Fabricius, undergo age-dependent changes leading in some cases to the complete atrophy of the organ. Interestingly, the bursa of Fabricius can act as both i.e. primary and secondary lymphoid organ. Primary lymphatic tissue is antigen dependant, and in it incoming stem cells differentiate into immunologically competent B and T cells, which then migrate to the secondary lymphatic tissue

B. Secondary lymphatic tissue (peripheral): It consists of the spleen, gut-associated lymphoid tissue (GALT), including the caecal tonsil, lymph nodes, bone marrow, mural lymphoid nodules and variable aggregations of lymphocytes throughout the body. Secondary lymphatic tissue is antigen dependent "effector" tissue, in which B and T cells mature into respective effector cells.

1.1 Introduction Sorghum [Sorghum bicolor (L.) Moench], a cultivated diploid (2n = 20) tropical cereal C4 grass plant, is currently the fifth most important cereal crop grown in the world and the first important crop in Sudan where drought stress is a major productivity-limiting factor since most of the sorghum is grown under rain-fed conditions. It is a monocotyledon plant of tropical origin, belonging to the Poaceae family. Starch, followed by protein, fat, and fibre, makes up the majority of sorghum’s nutritional makeup, which is similar to maize in terms of its nutritional content. Compared to other cereals, including wheat and maize, the crop exhibits comparatively good water use efficiency. Sorghum is a valuable botanical model crop for other tropical grasses with complex genomes that use C4 photosynthesis due to its vast adaption to severe settings, resistance to stress conditions, diverse germplasm collections, and short (710 Mb) genome size. Sorghum, a historically important source of food and a staple crop, is becoming a crop with a variety of applications, including food, fuel, fodder, and a model for the functional genetics and genomics of tropical grasses.

1. Country Profile
 
Trinidad & Tobago comprises two islands with Trinidad being by far the larger of the two. They have a combined land area of 5,130 sq. km with Trinidad being 4,825 square kilometer. Over 95 per cent of the population of 1.3 million lives in Trinidad. Tobago’s affairs are, for the most part, administered separately through the Tobago House of Assembly, and therefore, the description of it’s extension system is reported separately.

The CSO report (CSO, 2004) listed Trinidad as having approximately 18,142 farmers who are mostly male (85 per cent) and average age of 52 years. These farmers farm on 84,900 hectares of arable land. The majority of this land (72.5 per cent) is under crop cultivation. While most of this land is dedicated to Sugarcane production, tree crops and vegetable cultivation are also important commodities. The rest of the farmland is used for Livestock (10.6 per cent), mixed farming (16.3 per cent) and some small amount of fisheries production. The majority of farms (63 per cent) are less than 5 hectare in size with 22  per cent being less than 0.5 hectare. Agriculture is mainly rain- fed but increasing amounts of farmland are being irrigated. Trinidad has six months of dry season (January-June) and an annual rainfall of 2010.9 mm of rain.