eChapters

Land resources units or major land resources units are the suitable segmentations of land, based on available natural resources, their potential use and management. Irrespective of terms used by different organizations or institutes, these units have spatial dimension and represent a composite unit for interstate, regional, and national level planning. A typical meaning of these land units can be related to terms like land system. Christian and Stewart (1953) of the Commonwealth Scientific and Industrial Research Organization (CSIRO), Australia devised the ‘Land system’ as the composite mapping-unit which has been defined as “an area or group of areas, throughout which there is a recurring pattern of topography, soils and vegetation”. This system is based on the premise that the land system is expressed on aerial photographs by a distinctive pattern and, as such, the land system can be directly mapped from aerial photographs (Christian and Stewart 1953, Mabbutt and McAlpine 1965). It is a fact that during those period, aerial photographs were more frequently used and studies related to land systems used technique of aerial photogrammetry. As per USDA (United States Developmental Agency), the typical segmentations are; (1) Land Resource Region (LRR), which is the highest level in the hierarchy (2) Major Land Resource Area (MLRA), the second highest level and generally representing broad landforms or a geologic region at a small scale and (3) the Land Resource Unit (LRU).

Abstract

This paper studies the role and status of Indian Agricultural Market Intelligence System (IAMIS) in improving the economic returns of agri-sector in India. Marketing intelligence makes agricultural marketers, including agri-entrepreneurs, aware and updated and reduces risk in decision making. India produced 275.112 million tonnes of food grains in 2016-17 and the projected requirement is 311million tonnes in 2030. Income of farmers has increased at a CAGR of 10.61% and number of farmers has declined at a CAGR of -0.25% from 1993-94 to 2014-15. Acreage remains stagnant. Given this background, to exploit full potential of agricultural production, market intelligence has a great role. The DES and Department of Food with their 435 market information systems (MIS) units transmit daily information through public media. The essential prerequisite of ensuring farmers’income is that they need credible information about “likely price situation”. Agriculture Marketing Intelligence System (AMIS, 2011) has emerged with the aim to provide services in agriculture and allied sectors. ICAR (1991) took initiatives under World Bank to assist National Agricultural Innovation Project (NAIP) and Export Market Intelligence Cell (EMIC) was set up in Tamil Nadu with ten State Agricultural Universities. This paper uses globally available price forecasting models (ARIMA, GARCH, etc.)on 20 crops to provide an idea of the existing status and policies in agricultural market intelligence.

Millions of people worldwide suffer from food insecurity and malnutrition, which are exacerbated by issues including pollution, overcrowding, climate change, and economic hardship. These problems highlight the necessity of changing food systems for better immunity and health since they lead to both undernutrition and overnutrition. Essential carbs, fiber, fats, and important micronutrients including iron, calcium, potassium, zinc, and magnesium are all found in nutrient-dense grains such as foxtail, kodo, proso, tiny, and pearl millets. These millets are widely accessible and have several health advantages. For example, pearl millet is high in amylose starch and contains essential minerals like phosphorus and magnesium, whereas proso millet is a good source of iron, calcium, potassium, and B-vitamins. B vitamins, iron, calcium, and zinc are all found in kodo millet, while finger millet is a great provider of calcium, iron and magnesium. The nutritional profile of millets is further improved by processing methods like milling, germination, extrusion, and fermentation. Prominent research organizations, including as ICRISAT, ICAR, and CGIAR, are actively working to conserve millet and create better types to combat chronic illnesses and malnutrition. Targeted improvements in disease resistance and nutrient content are now possible because to biotechnology advancements. For improved worldwide health outcomes, dietary patterns must nonetheless be changed and these nutrient rich grains incorporated into contemporary food systems, notwithstanding current advancements.

Introduction

Agriculture is the backbone of many economies worldwide, providing food, f ibre, and other essential resources. However, production of these goods generates a significant amount of agricultural waste that must be properly managed.According to United Nations, agricultural waste often consists of silt and salt which get drained from fields, fertilizer runoff from fields, pesticides that end up in the water, air, or soil, harvest waste, and other wastes from farms, poultry houses,slaughterhouses and spoiled food waste too. Different agricultural activities generate agricultural waste, including materials like vegetable waste, sugarcane bagasse, rice and wheat straw and husks, food byproducts, jute fibers, crop stalks, and similar items.The generation of agricultural waste in large quantities pollutes the environment which causes many issues in the environment and is also hazardous to humans.Agricultural wastes like crop residues that are retained after harvesting get burned by the farmers leading to significant environmental consequences by emitting 141.15 million tons (Mt) of carbon dioxide (CO2 ), 8.77 Mt of carbon monoxide (CO), 0.23 Mt of nitric oxide (NO), and 0.12 Mt of ammonia (NH3 ).It contributes to air pollution and loses itshigh organic content. So the proper management of these wastes is of utmost importance for mankind and the environment. The basic principle of managing agricultural waste based on the concept of reuse, reduce, and recycle by adopting sustainable practices to minimize waste generation and promote environmental conservation. Agricultural wastes like Crop residues undergo physical, chemical, and biological decompositions, breaking down lignocellulosic linkages and enriching soil nutrient content, in which the most efficient decomposition process is biological, facilitated by bacterial and fungal spores (microbes) accelerating the waste breakdown aerobically and anaerobically. Microbes are ubiquitous and have played a very crucial role in addressing various environmental challenges faced by humanity. Decomposition with the help of microbes enhances soil nutrition through nitrogen fixation, phosphorus solubilization, and cellulose degradation in the decomposed end product.Microbes, such as bacteria, fungi, and actinomycetes, are the driving force behind the natural decomposition of agri-waste.

1. Introduction
The world’s ecosystem is facing significant challenges because of risingpopulations, more urbanization, and industrialization (Juwarkar et al.,2014). Significant environmental contamination has been caused by moderncivilizations, industrialization, population increase, intensive agriculturalpractices, human activities, and technological advancement (Lalevic et al.,2016).

Organic matter and its composition 
Decomposition  
Types microorganisms involved 
Enzymes involved in decomposition process?

The agricultural sector is undergoing a significant transformation, driven by the increasing use of digital technologies, such as precision agriculture, drones, and satellite imaging. One of the key outcomes of this transformation is the generation of vast amounts of data, which can be used to inform decision-making, improve crop yields, and enhance the overall efficiency of agricultural operations. Farmers, researchers, and policymakers require effective tools and strategies for managing and analyzing these data to extract valuable insights and inform decision-making. This is where Farmers’ Data Base Management and Analysis comes into play (Fig.6.1).
6.1 Importance of Data Management and Analysis in Agriculture
6.1.1 Effective Data Management and Analysis are Critical in Agriculture, as they Enable
• Improved crop yields: Data analysis can help identify optimal planting dates, irrigation schedules, and fertilizer applications, leading to increased crop yields and better quality crops.

Nano-bioinoculants are revolutionizing modern agriculture, empowering farmers with an innovative and environment-friendly approach to crop cultivation. This chapter delves into the fascinating world of these tiny technological breakthroughs that work seamlessly with nature to significantly enhance crop yields in a sustainable manner. Their remarkable ability to deliver essential nutrients directly to plants, fortify crops against drought and diseases, and minimize the reliance on harmful chemicals will be highlighted. By presenting real-world success stories, we will illustrate how farmers are harnessing these advancements to produce healthier food while conserving valuable resources. Nevertheless, the path to widespread adoption is not without its challenges; which will be confronted for critical issues such as costs, regulatory hurdles, and the transition of these solutions from laboratories to agricultural fields. Looking ahead, we will envision a future where nano-bioinoculants synergize with other cutting-edge farming technologies, paving the way for truly sustainable food systems that can meet the demands of our growing population.

1. Introduction
Oil spills are defined as the unintentional release of liquid petroleum hydrocarbons into the environment, predominantly impacting marine ecosystems. This form of pollution, often caused by human activities, can also occur onterrestrial landscapes. Spills typically result from the discharge of crude oilfrom sources such as tankers, offshore platforms, drilling rigs, and wells, aswell as from refined petroleum products like gasoline and diesel (Smith etal., 2019). While such incidents are primarily accidental, they may arise fromvarious circumstances, including inadequate storage or poor maintenance,leading tocontainerleaks. Historically, one of the earliest documented oil spillsoccurred in 1907 in Batum, a region then part of the Russian Empire (moderndayBatumi, Georgia). This incident, involving a collision between an oil-ladenship and another vessel in the Black Sea, marked the beginning of recorded oilspill events, though historical records from that time remain limited (Johnsonet al., 2021). The consequences of oil spills are profound, affecting both theenvironment and the economy. On the ocean’s surface, oil disrupts aquaticecosystems by blocking sunlight penetration and depleting dissolved oxygenlevels, which are vital for marine life. Crude oil compromises the insulating andwaterproofing properties of fur and feathers, leading to hypothermia and deathin oil-coated birds and marine mammals. Additionally, ingesting oil can causeseveretoxicity, while damage to habitats and reproductive systems often delaysthe long-term recovery of affected species. Coastal vegetation, particularly inecosystems such as saltwater marshes and mangroves, is also highly vulnerable

Heavy metal contamination in soils and water is a risk to environmental health, agricultural production and human well-being. Conventional remediation methods are expensive and not particularly efficient, so nanobioinoculants are being accepted as a more sustainable solution for bioremediation of heavy metals. Combinations of nanoparticles and microorganisms work together to increase the removal or immobilization of toxic metals from contaminated environments. Nanobioinoculants provide advantage of the high surface area and reactivity of nanoparticles, alongside the metabolic diversity of microbes like bacteria, fungi, and actinomycetes. These microbes facilitate the heavy metal detoxification through the mechanisms such as biosorption, bioaccumulation, biotransformation, and nanoparticle assisted immobilization. Mostly microbial strains have metal tolerance and the ability of biofilm formation provides further protection and play a role in sequestration of the heavy metal. Nanoparticle integration with microbes increases their resilience to perform well in harsh conditions. With these advantages nanobioinoculants are found to be a sustainable and effective way of combating heavy metal contamination in the environment. The present chapter explores the synergetic action of nanotechnology and microbial inoculants, which is the role of nanobioinoculants in mitigating heavy metal pollution by sustainable

Introduction 
Fossil fuel consumption is associated with a number of grave problems, including economic distress and increased greenhouse gas emissions that cause global warming. The world’s population and environment are deeply concerned about these issues, which are a result of rising greenhouse gas emissions and the depletion of fossil fuels. Furthermore, there has been much discussion about the effects of relying so heavily on petroleum-derived fuels on the environment, the economy, and energy efficiency [1]. According, high process costs, inadequate infrastructure, and other technological challenges impede the manufacturing of second- and third-generation biofuels [2]. The main role of enzymes and other microorganisms during fermentation is as a catalyst to speed up the process of turning saccharides into alcohol. In this kind of biofuel production, lignocellulosic and algal material make up the majority of the biomass used to produce ethanol. The biochemical variety of microalgae is employed in numerous biotechnological and commercial applications [3]. The use of non-usable biomass has been enhanced with each new generation, which lowers production costs and speeds up the manufacture of biofuels. A wide variety of biofuels, such as biogas, bioethanol, biohydrogen, and biodiesel, can now be produced thanks to the application of nanotechnology. In order to convert triglycerides into biofuels, two important chemical events must occur: trans-esterification and esterification [4]. The majority of the nano-catalysts needed to produce biofuel come from microbial fuel cells. Nanoparticles, nanosheets, and nanotubes are examples of these nanocatalysts [5]. The utilization of nanotechnology in the biofuel production process holds promise for enhancing the effectiveness of current procedures. Compared to the production of biofuels, the synthesis of nanoparticles is much more interesting due to the potential applications, challenges, and opportunities that it presents [6]. Here, we review the literature on the application of nanotechnology to improve bioenergy production from algae processing. The different kinds of nanoparticles, including metallic, magnetic, metal oxide-based, and carbon nanotubes that are utilised in the production of bioethanol and biodiesel are covered on this page. A focus is placed on the application of these nanomaterials and how they affect the extraction and transesterification of lipids [7]. This chapter makes the connection between the advancement of nanotechnology and its contribution to the creation of a more efficient and sustainable technique for processing algal biomass to produce bioenergy.

1. Introduction
Nanotechnology, which involves manipulating and controlling matter at the nanoscale, offers innovative solutions for enhancing soil quality, nutrient management, and remediation of contaminated soils (Lal et al., 2019). According to the Food and Agriculture Organization (FAO, 2015), approximately 33% of global soils are degraded due to erosion, nutrient depletion, and chemical contamination. This degradation poses a severe threat to food security and environmental sustainability. Moreover, the world population is projected to reach 9.7 billion by 2050, placing further pressure on agricultural systems to produce more food without degrading soil resources (Tripathi et al., 2019). In this context, nanotechnology presents a promising avenue for sustainable soil management. The unique properties exhibited by nanomaterials enable precise monitoring, targeted delivery of nutrients, and effective remediation of soil contaminants. Nanosensors equipped with nanomaterials and nanoparticles allow real-time monitoring of soil parameters, enabling farmers to make informed decisions regarding irrigation, fertilization, and pest management (Gogos et al., 2017). For instance, a case study conducted by Smith et al. (2021) demonstrated the effectiveness of nanosensors in monitoring soil moisture levels and optimizing irrigation practices, resulting in a 20% reduction in water usage while maintaining crop yield.
Furthermore, nanotechnology offers innovative solutions for nutrient management in agricultural soils. Nanoencapsulation techniques allow controlled release of fertilizers, minimizing nutrient leaching and improving nutrient uptake by plants (Lal et al., 2019). In a case study by Johnson et al. (2020), the application of nanoencapsulated fertilizers resulted in a 15% increase in nutrient use efficiency and a reduction in fertilizer runoff by 30%, thus improving soil health and reducing environmental pollution.
Moreover, nanomaterials exhibit high sorption and catalytic properties, enabling efficient removal of heavy metal contaminants and organic pollutants from soils, thus mitigating soil contamination risks (Wang et al., 2022). A case study conducted by Chen et al. (2019) demonstrated the successful remediation of a heavily contaminated soil site using iron oxide nanoparticles, resulting in a significant reduction in heavy metal concentrations and improvement in soil health indicators.

Introduction 
The demand for alternative energy sources is on the rise as a result of global apprehensions regarding the swift exhaustion of fossil fuels, escalating energy usage, and significant environmental challenges (Lijó et al. 2019). Microalgae are regarded as highly favorable raw materials for upcoming energy sources, thanks to their various advantages, including rapid growth rates, elevated lipid contents and resistance to a variation of pH, temperature, light intensity, and salinity (Goswami et al. 2022; Zhang et al. 2022; Wang et al. 2019; Das et al. 2011). As per a recent evaluation of the lipid production efficiency of microalgae biomass, numerous nations could derive their transport fuel (~30%) from microalgae biomass grown on non-agricultural areas (Moody et al. 2014). Apart from their higher lipid production efficiency in contrast to earthly raw materials, microalgae consist of lipids, polysaccharides, pigments, proteins, and nucleic acids, making them versatile raw materials for a range of finalized outcomes, including nutrients, pharmaceuticals, biofuels, and bioplastics (Tang et al. 2020; Kim et al. 2016; Moody et al. 2014; Sharma et al. 2011). Additionally, microalgae are appealing for their efficient sequestration of CO2 during photosynthetic growth (Vargas-Estrada et al. 2020). In contrast to landbased oilseeds, microalgae can be cultivated in freshwater and contaminated or saline locations, eliminating the requirement for substantial nitrogen fertilizer application (Sharma et al. 2022; Rashid et al. 2019; Lam and Lee 2012). The positive attributes of microalgae as raw materials have prompted substantial research endeavours aimed at the commercialization of microalgal biofuels. Regrettably, microalgal biorefineries continue to encounter various technological and economic challenges (Khoo et al. 2020). In essence, nanotechnology involves the invention, creation, and utilization of resources at the nanoscale. Precisely, nanomaterials engineering explores the synthesis and designing of artificial or adorned nanoparticles to drive technological progress and enable applications that would otherwise be impractical. Nanomaterials possess surface areas hundreds of times greater than their weights, significantly enhancing their physico-chemical attributes (Husen and Siddiqi 2014; López-Serrano et al. 2014). Currently, nanotechnology-driven developments, with diverse potential features, have emerged as a burgeoning trend in various industries, including drug delivery, food industry, catalysis, coatings, agriculture, bioremediation, cosmetics, and materials science (Malik et al. 2023). Nanoparticle engineering offers practical and potential solutions to address the problems that arise at different phases of the microalgal biorefinery procedure. For instance, diverse nanomaterials have been proposed as ways to enhance transformation efficacy and the quality of green diesel. The distinctive capabilities of nanoscience and nanomaterial engineering exert a substantial impact on the commercial feasibility of microalgae derived products, including bioactive compounds, oils, lipids, and biofuels (Kumar et al. 2020; Milano et al. 2016). Nanoparticles have the capacity to boost intracellular fatty acid synthesis and complete microalgal biomass, leading to substantial reductions in production expenses. The presence of nanomaterials enhances the efficiency and speed of the microalgae harvesting, and the recoverability and reusability of these materials contribute to improved production efficiency.

2.1. Recommendation of expert committees

Commercial banks tended to concentrate more on industrial sector than agricultural sector.

Indian Central Banking Committee (1931), Agricultural Finance Subcommittee (1945), Rural Banking Enquiry Committee (1950), All India Rural Credit survey committee (1951), All India Rural Debt and Investment Survey (1961-62) and Informal Group on Institutional Arrangements for Agricultural Credit (1964) suggested that financing agriculture by commercial banks was not significant (Until 1950).

3.1 Introduction

Internet of Things (IoT) allows computational devices and sensory support to connect with each other and access services on the Internet. The IoT idea was introduced to connect devices through the Internet and facilitate access to information for users. The potential application of IoT includes agriculture. The aim of this chapter is to explain the role of NodeMCU in the agriculture field. NodeMCU is IoT module which can be used to present the IoT concept as a basis for monitoring and control. The systems used in farm production processes. NodeMCU play a key role, with a focus on their realization by available microcontroller platforms and appropriate sensors. IoT based system provides opportunity to users to monitor and control the process remotely.

As per United States Department of Agriculture (USDA), organic farming is defined as a system which avoids or largely excludes the use of synthetic inputs (such as fertilizers, pesticides, hormones, feed additives etc.) to a maximum extent and feasible rely upon crop rotations, crop residues, animal manure, off farm organic waste, mineral grade rock additives and biological system of nutrient mobilization and plant protection. FAO suggested that organic agriculture is a unique production management system which promotes and entrance agro-ecosystem health, including biodiversity, biological cycles and soil biological activity and this is accomplished by using on-farm agronomic, biological and mechanical methods is exclusion of all synthetic off-farm inputs.

The increasing awareness of the deleterious effects of indiscriminate use of chemical fertilizers and pesticides in agriculture has led to the adoption of organic farming as an alternative method for conventional farming world-wide. It is gaining gradual momentum across the world and the growing awareness of organic food which is emerging as an attractive source of rural income generation especially in integrated farming systems.

In north west India where rice-wheat, cotton-wheat and pearl millet-wheat cropping systems are most prevalent. But now, these cropping systems are not proving farmers’ friendly due to higher water requirement, declining yield, susceptibility to insects and pests and adverse effect on soil health. Moreover, in the new millennium with the growing demand of agricultural commodities in national as well as international market due to ever increasing population and globalization, Indian farmers are forced to produce higher quantum of quality agricultural commodities at low cost from shrinking land and natural resources.

Mungbean - wheat cropping system requires less water and hence, can be grown in areas where water availability is limited in addition to beneficial effect of mungbean to supply N to the succeeding wheat crop which are favorable for organic farming. Wheat (desi) also known as tall wheat requires less water and is very responsive to low doses of nutrients. The dwarf wheat grown by farmers with the application of chemicals in the form of fertilizers, weedicides, insecticides and pesticides is not preferred by people and therefore, the demand of organic wheat is rising fast in national and international market. This cropping system can be taken successfully in farming systems for higher monetary returns.

There is need to shift a portion of cultivable land with organic farming as an alternate practice technique. Organic farming gives emphasis on sustainability, environmental safety and low cost production techniques over chemical farming. Keeping the issues of 21^st century agriculture in view following aspects also shows importance of organic farming: Reduce the toxic load; keep chemicals out of the air, water, soil and our bodies; reduce if not eliminate off farm pollution; protect future generations; build healthy soil; taste better and truer flavor; assist farmers of all sizes; promote biodiversity; celebrate the culture of agriculture etc.

Organic liquid formulations (OLFs) are agricultural inputs derived from natural sources, designed for use in organic farming. These formulations, consisting of liquid solutions or suspensions containing organic compounds, nutrients, and beneficial microorganisms, play a crucial role in enhancing soil fertility, plant nutrition, and pest management, while promoting environmental sustainability and ecosystem health. Despite their eco friendly nature, OLFs demand careful consideration for their environmental impact and safety. They biodegrade readily, reducing long-term persistence and are less harmful to non-target organisms. While OLFs offer numerous benefits, they also face limitations in potency and effectiveness compared to synthetic pesticides, often requiring more frequent applications and leading to increased labor costs. Their impact can vary with pest species and environmental conditions, and they generally provide gradual rather than immediate pest control. Availability and accessibility can be limited, posing challenges for some farmers. This chapter explores the role of OLFs in achieving success in organic farming, highlighting their benefits and limitations, and emphasizing the importance of Integrated Pest Management strategies and careful consideration of various factors to optimize their use in promoting sustainable agriculture.

Soil is the product of various soil forming factors acting on the parent material over a period of time. The parent material is usually devoid of organic matter and consists of variable quantities of sand, silt, clay and carbonates. High temperatures and adequate moisture promote mineral transformations, but these effects are magnified by living organisms and the organic substances they produce. The biosphere and the organic substances they produce are directly or indirectly responsible for the following:

1. Decay of organic matter by microbes leads to the formation of CO₂ which is quantitatively the most important “aggressive” weathering agent because of its tendency to form carbonic acid with water [CO₂ + H₂O → H₂CO₃].