eChapters

Maps make it easier to interpret and communicate the results of any GIS analysis. R has a large number of packages for making thematic maps. Static mapping is straightforward with plot()methods provided by core spatial packages sf and raster. The use of plot() function have been discussed in the previous chapters. Another package for mapping isspwithspplot() having enough options for producing good quality thematic maps.It is also possible to create advanced maps using ggplot2. This chapter discusses, separately, preparing thematic maps from vectors and rasters with the above mentioned packages. A dedicated map-making package tmaphas been given special focus in this chapter.

Introduction 
Life’s unpredictability is a common thread that weaves through our experiences, prompting the use of various societal mechanisms to help us navigate the uncertainties we face (Lenhart, 2020). On a personal level, a typical strategy for managing this uncertainty includes utilizing financial instruments, commonly known as insurance (Ito & Kono, 2010). Today a diverse range of items is now eligible for insurance, encompassing aspects such as health, travel, and personal belongings, typically categorized as health, travel, and property insurance respectively. In India, the recognition of life insurance is prevalent, but with the increase in literacy and financial awareness, a growing number of individuals and families are starting to grasp the importance of health insurance (Kumar & Duggirala, 2021). Following this cause, the third goal of sustainable development that highlights the significance of ensuring and promoting healthy lives is worth mentioningtowards the effort of massification of the health insurance. By integrating finance, the third Sustainable Development Goal emphasizes a crucial initiative aimed at achieving universal health coverage for every citizen, which encompasses state health insurance for all individuals(Pauly, 1994). This initiative aims to equip citizens with the financial resilience needed to navigate an uncertain future, particularly concerning health-related challenges. In the context of health insurance frameworks, understanding the accessibility of initiatives aimed at the bottom of the pyramid is crucial for realizing universal health coverage towards achieving the SDGs’ (Pablos-Mendez, Cavanaugh, & Ly, 2016). The effectiveness of accessibility is intricately linked to the level of awareness that exists within the community. As the landscape of health insurance is ever-dynamic, understanding its intricacies will be crucial moving forward.For a thorough exploration, a researcher should have a wide-ranging grasp of the discipline, including theoretical, contextual, and methodological perspectives. Taking this into consideration, present chapter aims to explore a theoretical aspect of the review through a bibliometric analysis (Faruk, Rahman, Heliyon, & 2021, n.d.) of the literature spanning from 1984 to 2024 (Lebek, Uffen, Neumann, Hohler, & Breitner, 2014). This theoretical perspective will guide us in exploring how to reflect on the answers effectively. Theories illustrate methods for examining and establishing a structure for comprehending occurrences (Mahajan, n.d.). Furthermore, the theory clarifies how phenomena connect with the practical world, providing a distinct path and perspective for the researcher. This upcoming section will outline the reasoning behind this study, which entails performing a bibliometric analysis of the literature through the PRISMA Protocol (Moher et al., 2009), succeeded by a comprehensive text analysis of the chosen literature. The next section provides a concise overview of the theories explored within the realm of health insurance literature. This review adopts the PRISMA protocol (Moher et al., 2009) to scrutinize the articles to be included in the review. The protocol involves two phases of scrutinization, which consist of identification and screening. In the identification phase, I selected the Scopus register (Malanski, Dedieu, & Schiavi, 2021) and collected a database of 16797 articles. I gathered this database based on the “Article titles” criterion, including the keywords “Health Insurance” or “Health” and “Insurance” from 1984 to 2024, encompassing 50 years of literature. The year selection provides a timeline of the 50 years of academic scholarship related to the subset of health insurance as a research topic. After applying the language filter of English, duplication, and automation tools to this dataset, I were able to obtain 10961 articles for the subsequent screening stage. In this stage of screening, I have used the filter of subject area by selecting the subject area of Social Sciences; Business, Management, and Accounting; Decision Science; Economics, Econometrics, and Finance, which leads the collection of the 2580

Arsenic contamination of groundwater is a form of groundwater pollution that is often due to naturally occurring high concentrations of arsenic in deeper levels of groundwater. The Ganges Delta’s usage of deep tube wells for water delivery has raised awareness of the issue because it has led to widespread arsenic poisoning in significant numbers of people. During the weathering of rocks and minerals, which is followed by subsequent leaching and runoff, arsenic (As) is released into the soil and groundwater. Additionally, anthropogenic sources can transfer it into the soil and groundwater. Six West Bengal districts with a combined area of 34000 km2 and a population of 30 million have been determined to have groundwater levels of arsenic over the WHO maximum allowable limit of 0.05 mg l1. (Alam et al.,2002)

At present, 37 administrative blocks by the side of the river Ganga and adjoining areas are affected. Areas affected by arsenic contamination in groundwater are all located in the upper delta plain and are mostly in the abandoned meander belt. More than 800 000 people from 312 villages/wards are drinking arsenic-contaminated water and amongst them, at least 175 000 people show arsenical skin lesions. Thousands of tube well water in these six districts have been analysed for arsenic species. Hair, nails, scales, urine, and liver tissue analyses show elevated concentrations of arsenic in people drinking arsenic-contaminated water for a longer period. Arsenic comes from a geological source. Only a few soil strata have high arsenic contents, which are determined to be linked to iron-pyrites according to investigations of bore hole silt. Arsenical skin lesions in various areas cause a variety of societal issues. (Das et al.,1996)

This chapter focuses on key terms and their associated concepts that are crucial for effectively communicating the ideas of the study. It also establishes a theoretical orientation for the empirical investigation and provides guidance for selecting appropriate predictor variables that are relevant to the research.

The scholastic and theoretical exercise referred to in the statement related to the intellectual and academic process involved in conducting research. It involves delving into existing literature, theories, and concepts related to the research topic, as well as formulating new ideas and theories based on the researcher’s understanding and analysis.

One of the key outcomes of this exercise is the development of an operational definition. An operational definition is a clear and concise description of how a specific concept or variable will be measured or observed in the research study. It provides a framework for understanding and interpreting the data collected during the research process.

Furthermore, the pursuit of knowledge is an essential aspect of the research process. Researchers engage in a systematic exploration and investigation of the research topic, seeking to expand the existing knowledge base and contribute new insights to the field. This pursuit of knowledge involves critically analyzing existing theories, synthesizing information, and generating new ideas and theories through the research process. The theory that is developed as a result of this exercise is constructed in alignment with the set of objectives and research designs established at the beginning of the research project. The theory serves as a framework that guides the research process and helps to organize and interpret the data collected. It is important for the theory to be congruent with the research objectives to ensure the research study is focused and relevant to its intended goals.

3. Contemporary Crisis in Global Agriculture
Over the past century, bunch of initiatives have been taken and achieved worldwide in expediting human welfare. Societies have also changed to great extent as a result of quantum leaps in technology, rapid globalization, and innovations in agricultural production systems. Perhaps the world ‘free of fear and want’ envisioned at the foundation programme of the United Nations is still a far cry.
Similarly, much work left to be fulfilled the vision of the Food and Agriculture Organization of the United Nations (FAO) and to make ‘a world free of hunger and malnutrition and one in which food and agriculture contribute to improving the living standards of all, especially the poorest, in an economically, socially, and environmentally sustainable manner’.
Amidst great plenty, millions of people still face pervasive poverty, inequalities, joblessness, natural resource depletion, environmental degradation, displacement, migration, disease, and deprivation. Majority of humanity’s progress has reached at a significant cost to the environment. The impacts of climate change are already being felt, and if left unabated; definitely will intensify to a considerable extent in the years coming. Besides, population dynamics will radically change demographics over the decades ahead. Growth in the world’s population is projected to be concentrated in Africa and South Asia and in the biggest cities.
Then agricultural production has to maintain pace with those of rising population for atleast a sustainable world. Although, agricultural production more than tripled between the years of 1960 and 2015, where Green Revolution owes to robust crop production and a significant increment in the use of land, water and other natural resources for agricultural purposes. This period witnessed a remarkable progress in both of industrialization and globalization of food and agriculture. At the same time changes in the length of food supply chains took place as the physical distance from farm to plate has increased dramatically; the consumption pattern of processed, packaged, and prepared foods has changed simultaneously in everywhere though the most in rural communities.

The last century has witnessed a global change in agricultural practices. From high dependency on external input agriculture, the world is now shifting towards low external input sustainable agriculture (LEISA). The history of dustbowl devastation in 1930s in America has put agricultural practices, tillage in particular, to question (Friedrich et al., 2012). Traditionally, tillage was believed to be a primary farm operation for preparing a good seedbed, nutrient mobilization, weed management, moisture availability, crop residue incorporation (Hobbs et al., 2008), thereby improving the overall soil health with increased production (Farooq et al., 2011a). The dust bowl devastation of 1930s gave rise to the concept of protecting soil by reducing tillage operation and maintaining ground cover, popularized as conservation tillage (Friedrich et al., 2012). Economic and ecological sufferings caused by the disastrous droughts in USA during 1930s drove the shift towards conservation agriculture (CA) (Haggblade and Tembo, 2003).

3.1 Conceptual Framework

Aconceptual framework is an analytical tool that is used to get a comprehensive understanding of the study. It embodies the specific direction by which the research will have to be undertaken. It is generally constructed to provide the researcher the element ofattainable and researchable problems and ideas supported by methodology, design, prospective analysis and empirical conclusion. The conceptual framework is often called as the research paradigm.

The subject matter of the present research is Resilience and productivity of agriculture in different social-ecology: the farmers’ perception, status and interpretation. It is expected that the terminologies and concepts used to frame up the topic need to undergo brief explanation for the better understanding of its meaning.

Resilience: Resilience is about anticipating, planning and reducing disaster risk to effectively protect persons, communities and countries, their livelihoods, health, cultural heritage, socio-economic assets and ecosystems. The ideas of ‘bounce back’, ‘spring forward’ and ‘build back better’ are often used in the context of resilience.

Productivity: Productivity is commonly defined as a ratio between the output volume and the volume of inputs. It measures how efficiently production inputs, are being used in an economy to produce a given level of output.

Agriculture: The word agriculture derives from the Latin ager (field) and colo (cultivate) signifying, when combined, the Latin agricultura: field or land tillage. But the word has come to subsume a very wide spectrum of activities that are integral to agriculture and have their own descriptive terms, such as cultivation, domestication, horticulture, arboriculture, and vegeculture, as well as forms of livestock management such as mixed crop-livestock farming, pastoralism, and transhumance. The Oxford English Dictionary (1971) defines agriculture as “The science and art of cultivating the soil, including the allied pursuits of gathering in the crops and rearing livestock; tillage, husbandry, farming.”

In the context of a thesis, theoretical orientation refers to the conceptual or theoretical framework or perspective that informs and shapes the overall approach and analysis of the research (Natalie, 2022). It involves selecting and adopting a specific set of theories, concepts, or models that provide a foundation for understanding and interpreting the research topic. The theoretical orientation helps to guide the methodology, and provide a coherent framework for organizing and analysing the data.

Theoretical orientation in a thesis serves several purposes. It helps to establish a theoretical basis for the study, providing a context for the research and connecting it to existing knowledge and theories in the field. It also helps to guide the selection of appropriate research methods and data analysis techniques. The theoretical orientation shapes the overall structure and content of the thesis, ensuring that the study is grounded in relevant theories and concepts and contributes to the existing body of knowledge. By adopting a specific theoretical orientation, the researcher can provide a clear and systematic framework for understanding and interpreting the findings of the study. This orientation also helps to establish credibility and validity for the research, as it demonstrates the researcher’s awareness of and engagement with the existing theoretical perspectives in the field.

This chapter addresses crucial terminology and concepts essential for effectively communicating the ideas of the current study. It lays the groundwork for empirical investigation and aids in the selection of predictor variables. Additionally, this section involves a scholarly and theoretical exercise that influences the operational definition and content of the research. It combines conceptual inputs, axiomatic inputs, logical discussions, and the pursuit of knowledge to construct a theory that aligns with the research objectives and designs.

Introduction

The age-old necessities of life are food, clothing and shelter. The 20^th century had dramatized a fourth-energy. Energy starvation of the technological complex that maintains modern society may soon be as crucial a problem as feeding the hungry. Indeed, energy starvation could well precipitate more wide spread food starvation. Solutions for the energy crisis are strongly dependent on the technology of how energy is produced and used. To make a physical change in the world it is necessary to use four resources: energy, matter, space and time. How well a task has been performed can be measured in terms of amount of fuel consumed, the mass of material used, the space occupied, the hours of labour to accomplish it, and the ingenuity with which these resources are utilized. Squandering of irreplaceable energy resources, waste of materials, or large expenditure of space and time cannot be tolerated if the necessities of life are to be provided for all. Energy is intricately linked to development of a country. Growing demand on account of industrialization, urbanization, transportation and also increase consumption in rural areas is putting added pressure on energy supply network. Electricity generation has been increased from 1,400 MW in the year 1947 to 303,118 MW up to August 31, 2016 in India but still there is 10-15% shortage of power in peak hours and all villages are not electrified. Even many electrified villages receive 6 to 8 hours of electricity per day in India. To overcome this shortage there is a need to utilise new and renewable sources of energy. Fortunately, India is blessed with abundant solar energy. The arid parts of India receives much more radiation as compared to the rest of country i.e. maximum solar radiation i.e. 7600-8000 MJm^-2 (2111-2222 kWhm^-2) per annum, followed by semi-arid parts, 7200-7600 MJm^-2 (2000-2111 kWhm^-2), per annum and least on hilly areas where solar radiation is still appreciable i.e. 6000 MJm^-2 (1667 kWhm^-2) per annum (IMD 1985). In this chapter review of different solar thermal technologies in Indian perspective has been carried out.

Introduction

Solar air heating is the conversion of solar radiation to thermal heat. The thermal heat is absorbed and carried by air which is delivered to a living or working space. The transparent property of air means that it does not directly absorb effective amounts of solar radiation, so an intermediate process is required to make this energy transfer possible and deliver the heated air into a living space (Fig.10.1). The technologies designed to facilitate this process are known as solar air heaters. Solar air heating technologies use only free, renewable and clean energy and can help defray the rising cost of conventional energy.

Temperature regulates germination, plant growth, flowering, maturity and many insect and disease processes. Thermal indices integrate temperature over time to quantify biological development more effectively than simple temperature averages. This chapter introduces growing degree days, heat units, photothermal units, heliothermal units and related measures. It explains base, optimum and maximum temperatures and connects accumulated thermal time with crop phenology. These indices help predict development stages, adjust sowing dates, estimate harvest periods, schedule farm operations and assess varietal suitability. Thermal-index analysis is particularly valuable under climate variability because it enables researchers and farmers to anticipate shifts in crop development and improve climate-responsive agricultural management.

Thermal Pollution
The term “thermal pollution” refers to the damaging rise in temperature that occurs in rivers, lakes, the ocean, and streams. The local fish and plant life may perish as a result of this temperature increase.
Definition
Thermal pollution refers to the release of warm water into rivers. (OR) Any process that modifies the temperature of water results in thermal pollution, which is the deterioration of water quality.
Causes/Sources
Electric power stations are major contributors to thermal pollution. Burning coal or natural gas produces heat in electric power plants. Because of the high temperatures, water can be turned into steam, which powers turbines and generates electricity. The plant circulates cool water near to the heated steam in order to help condense it. The 15 oC above-average temperature of this heated water is released back into the body of water. Thermal pollution can also be caused by runoff water. Concrete is heatabsorbing and can get extremely hot. The problem of water temperature rise is also a significant issue when runoff from concrete surfaces enters rivers.

Temperature stands as a fundamental environmental factor profoundly influencing the life cycle of crops, from the initial spark of germination to the final stages of maturation and yield formation. The thermal regime, encompassing the daily and seasonal patterns of temperature, dictates the rate of biochemical reactions within the plant, thereby governing the pace and efficiency of physiological processes crucial for growth and development.
This chapter, „Thermal Regime: Crop Growth and Development,“ will delve into the intricate relationship between temperature and the various phenological stages of crop plants. It will be explored how different cardinal temperatures – the minimum, optimum, and maximum thresholds – dictate the boundaries within which growth can occur and the rates at which developmental milestones are achieved. Understanding the impact of temperature on processes like photosynthesis, respiration, nutrient uptake, and ultimately, yield, is paramount for optimizing crop production in diverse environments.
Furthermore, we will examine the concepts of heat units or growing degree days, which provide a quantitative framework for predicting crop
development based on temperature accumulation. By appreciating how the thermal environment interacts with genetic potential and other environmental factors, we can gain valuable insights into crop suitability for specific regions, the timing of critical growth stages, and strategies for mitigating the adverse effects of temperature extremes.
This chapter aims to provide a comprehensive understanding of the thermal regime and its critical role in shaping the growth and development of our cultivated plants, laying the foundation for informed agricultural practices and improved crop management.

A large number of genetic resources, species, and ecosystems are under severe threat. Many species have gone extinct and many more are being pushed towards extinction. Most of the ecosystems have also gone into what we can call functional extinction. The major factors becoming threats to biodiversity are anthropogenic. Human activities, in essence, are not benevolent for biodiversity to flourish in natural systems. Burgeoning human populations are the root cause of biodiversity destruction. Changing human lifestyles fed by a materialistic economy are further acting as catalysts for the ever-increasing human populations to destroy biodiversity evolved over millions of years amid terrestrial conditions favorable for the origin and prevalence of an astonishing variety of life forms on Earth.

There is hardly any threat to biodiversity due to natural factors except those inherent in the designs of natural evolution. A species at a certain point of time in its evolutionary history is destined to vanish, but the void in nature created due to this loss is filled by the evolution of new life forms. Not only the void is filled, the nature gradually goes on enriching itself 

Introduction

India’s textile sector is one of the oldest industries in the Indian economy, dating back several centuries. The industry is highly varied, with hand-spun and hand woven textiles sectors at one end of the spectrum and the capital-intensive sophisticated mill sector at the other. The fundamental strength of the textile industry in India is its strong production base of a wide range of fiber/yarns, from natural fibers like cotton, jute, silk, and wool, to synthetic/man-made fibers like polyester, viscose, nylon, and acrylic.

Abstract

Being the junction between the continental and the oceanic plates, the coastal zones are always tectonically alert and hence vested with number of aults. The study of LANDSAT ETM FCC imagery revealed one such a major fault along NNE-SSW aligned Tamil Nadu coast from Chennai in the North northeast to Cape Comorin in the South southwest. This Precambrian boundary fault shows signs of repetitive reactivation during Gondwana, Tertiary and Late Holocene periods. While in former two periods it shows indications of faulting, in the latter period, it is manifested in the form of drainage deflections indicating sinistral movements of beds. While such sinistral morphology of the fault seems to be related to the Post collision compression, the seismicities in and in its close proximities indicate the seismic significance of this fault. In the context of natural resources and disasters viz: geothermal springs, flooding and seismicities, this fault demands deeper studies.

Introduction

The coastal regions in general form the junction between the continental and oceanic plates. Hence, the coastal regions are always tectonically active and thus vested with coast parallel, tangential and conjugate faults depending upon the tectonic history of the area. In the Indian subcontinent too, all along the 9000 km long east and west coast margins, number of major faults were mapped by the earlier workers. Significantly, Vardarajan and Ganju (1989) have brought out a comprehensive picture on the lineaments of the entire coastal zone of India using Landsat images. Vemban et al. (1977) earlier inferred faults along certain segments of east coast of Tamil Nadu and observed them to be lithological contacts and also seismogenic in nature. Raiverman et al. (1966) have again inferred earlier a N-S curvilinear fault in Thanjavur deltaic region and attributed it to post drift kinematics of the Indian plate. Ramasamy (1989) has brought out the morphotectonic and morphodynamic model of the east and west coasts of India on the basis of tectonic and geomorphic signatures using Landsat satellite images. Ramasamy (2006) developed a first time comprehensive model on the active tectonics of the Indian Peninsular and in which he brought out detailed information on the varied geomorphic, tectonic and hydrological anomalies and inferred them to be related to the whirling and fracturing of the Indian plate due to the still prevailing N–S to NNE – SSw compressive force which originally drifted the Indian plate to the present position after the breakup of the Gondwana land.

Introduction

Indian horticulture sector contributes about 38% to the agriculture Gross Value Added (GVA) making very significant contribution to the Indian economy. Apart from ensuring nutritional security of the nation, it provides alternate rural employment opportunities, diversification in farm activities, and enhanced income to farmers. India is currently producing about 283.5 million tones of horticulture produce which has surpassed the food grain production, that too from much less area (24.2 mha. for horticulture against 125 mha. for food grains). Productivity of horticulture crops is much higher compared to productivity of food grains (11.96 tones/ha against 2 tones/ha.). India has emerged as world leader in the production of a variety of fruits like mango and banana and is the second largest producer of fruits and vegetables. Besides, India has maintained its dominance in the production of spices, coconut and cashewnut. Among the new crops, kiwi, gherkins, kinnow, date palm and oil palm have been successfully introduced for commercial cultivation in the country. Launch of National Horticulture Mission has spurred the production and productivity of horticultural crops. Productivity of horticultural crops has increased by about 32% between 2004-05 and 2015-16. Increase in demand for horticultural produce due to greater health awareness, rising income, export demands and increasing population poses the challenge for further increasing the production and productivity of horticultural crops. The issue of climate change has thrown up greater uncertainties and risks, further imposing constraints on production systems. Therefore, continuous crop improvement programmes are the way forward for sustainable fruit production with greater opportunity of value addition of surplus produce.

This chapter would typically focus on the practical implementation aspects of a national drought management policy, emphasizing the scientific and technological tools, analytical models, and ongoing research necessary for effective drought preparedness, mitigation, and response. 10.1.1 Drought Monitoring and Early Warning Systems • Indicators and Thresholds: Defining and utilizing a suite of meteorological, agricultural, and hydrological indicators (e.g., Standardized Precipitation Index (SPI), Aridity Anomaly Index (AAI), Normalized Difference Vegetation Index (NDVI), soil moisture data, reservoir levels, groundwater levels). • Monitoring Networks: Establishing and maintaining networks of ground-based weather stations, rain gauges, and river flow gauges. • Remote Sensing and GIS: Utilizing satellite imagery and Geographic Information Systems (GIS) for large-scale, near real-time drought assessment, vegetation health monitoring

6.1 Introduction

Torrefaction is a thermophilic process of biomass conversion into a solid, friable, homogenous coal-like material, which has better fuel characteristics than the original biomass. Torrefaction involves the heating of biomass material in the absence of air at 250 to 300°C temperature. Torrefaction produces high-grade hydrophobic nature solid biofuels from various streams of woody biomass or agro residues.Torrefied biomass has high energy density then the original biomass which make torrefied biomass as renewable alternate source for power generation in coal power plant. Torrefied biomass being hydrophobic in nature can be stored easily for longer duration with negligible biological degradation. At 250-300°C temperature volatilization has been taking place and around 30% mass of the biomass is reduced as compared to original untorrefied biomass with net energy loss of approximately around 10%.The end product is a predictable, homogeneous, hydrophobic, high value solid biofuel with far higher energy density and calorific value than the original biomass feedstock. During the torrefaction process a combustible gas is released, which can also utilised to provide heat to the process. The process diagram of torrefaction process is shown in Fig. 6.1.

Hardness is the total soluble Ca and Mg Salts (in same cases Fe salts). It includes sulphates and chlorides along with carbonate, bicarbonate and hydroxide salts. Soft water: 0-100 mg/L, Hard water: 100 - 300 mg/L, Very hard water: > 300 mg/L CaCO3. Total hardness should be 50- 300 mg/L. Very hard water causes osmoregulatory stress to fish. Hardness below 50 mg/L reduces growth of plankton.
Reagents
1. 10.01M EDTA solution: Dissolve 3.72 g disodium salt of EDTA in distilled water and make the volume 1L by shaking.
2. Eriochrome Black T (EBT) Indicator: Add 0.2 g dry Eriochrome powder to 50 ml of triethyl amine. Add 5 ml absolute alcohol and shake it.
3. Ammonium chloride-Ammonium hydroxide buffer solution: Dissolve 17.5g ammonium chloride (NH4Cl) in 142 ml of ammonia solution (NH4OH). Add distilled water to make the volume 250 ml.
Procedure
1. Take 50ml water sample in a 250 ml conical flask.
2. Add 2 ml buffer solution and 5 drops of EBT indicator.
3. Wine-red colour will appear.
4. Titrate against 0.01M EDTA till the colour changes into bright greenish blue.