eChapters

Precision agriculture includes information driven administration choices that further develop asset use productivity, bringing about decreased Agriculture expenses while bringing down the natural effects from agriculture. Consequently, information and information assortment frameworks, choice help devices, and information driven hardware and info changes are significant parts of Precision agriculture, participating in three vital farming advances: determination, direction, and performing separately. Before the coordination of shrewd innovations, ICT (data and correspondence innovation) was incorporated into farming devices and mechanical assembly to get certifiable data. Here, remote detecting, mechanized hardware and programming, telemetric, drones, autonomous vehicles, GPSs, and computerized developments were incorporated into cultivating rehearses. For example, the agro-tech association John Deere introduced GPSs for ranch farm haulers, anticipating extended yield and reduced input wastage. The previous status of accuracy agribusiness before brilliant cultivating can be summarized as follows.
Data Collection and Acquisition
Data, data collection, and decision support devices are critical for the distinctive verification and finish of alternate points of view in cultivating. In Accuracy agribusiness, data on individual fields and gathers are collected by seeing, assessing, and distinguishing with different sorts of sensors, yield and soil checking, and remote-detecting mechanical assemblies, such as imaging from drones, groups, airplane, or satellites. As such, “detecting” is a fundamental organization gadget of accuracy agribusiness, which is seeing distinct information and giving data on climatic circumstances, soil conditions, fertilizer necessities, water openness, nuisance and infection stresses, and other field limits. An extent of sensors is used in Accuracy farming. Biomass limits are huge in making decisions to screen the readiness and truly zeroing in on crops. Sensors for mass stream and dampness content are portions of yield screens, along with a differential global positioning system (DGPS) recipient. Appropriately aligned yield screens can produce precise constant

4.1 Introduction

In the modern era, agricultural productivity seems to have reached a maximum production due to the easy availability of fertilizers and pesticides/insecticide, which are used to improve crop productivity. Excess uses of these products and unawareness about field constraints can decrease the crop productivity and endanger the environmental balance in the cultivation area. Therefore, there is an urgent need to improve agricultural system and efficient utilization of these resources for profitable and environmentally sustainable agriculture.

Government has also an emphasis on effective and efficient use of available resources and farmers are also adopting more scientific approach during crop production such as remote sensing, global positioning system, and new equipment to make their agricultural operation more precise.

Precision agriculture is one of the many advanced farming approaches that make production more efficient. It is basically an approach of farm management with the help of information technology to confirm that the cultivated crops and soil receive desire input for optimum health and productivity. In other words, precision agriculture utilizes different tools and technologies to identify infield soil and crop variability for improving farming practices and optimizing agronomic inputs. To reduce dependency on excessive use of chemical inputs in agriculture, several technologies have been applied to make agricultural products safer and to lower their adverse impacts on the environment and human beings, a goal that is consistent with sustainable agriculture. Precision agriculture has emerged as a valuable component of the framework to achieve this goal. Further, Pierce and Nowak define the precision farming that, the application of technologies and principles to manage spatial and temporal variability associated with all aspects of agricultural production for improving crop performance and environmental quality. Precision agriculture is the combination of many different elements working together in a synchronised way with the help of Geographic Information System (GIS) as shown in Fig 4.1. Precision agriculture is basically an information technology based agricultural management system. In this modern management system, Geography information system (GIS) based analysis is extensively used to get land and crop related data accurately and timely, which help farming community to take correct decision .

Introduction

Agriculture is a vital sector in the world economy, as it helps to reduce poverty and promote sustainable development, especially in developing countries. However, agriculture also faces challenges such as increasing productivity and reducing environmental impacts. Therefore, new technologies and methods are needed to improve agricultural practices. One of these methods is precision agriculture (PA), which is based on the principle of sustainable agriculture and healthy food production. PA is a science that uses high technology sensors and analysis tools to improve crop yields and support management decisions. PA is a new concept that aims to increase production, reduce labor time, and optimize the management of fertilizers and irrigation processes.

In this Chapter the precision farming/ Agriculture is discussed along with its steps of implementation. It also includes how artificial Intelligence plays role to perform precision farming/ agriculture in various way along with its scope, limitation and challenges.

Introduction

The primary source of livelihood is agriculture in India, where two thirds of India’s population, services and the private sector account for the remainder. Agricultural land accounts for about 43 percent of the geographical area of India. In earlier days, India was largely dependent in terms of food imports, but over the years, the country’s production of grain and seeds was self-sufficient, and this effort led to the formation of the Green Revolution. In fact, there was strong effort to achieve food self-sufficiency. This trend has continued up to now and continuous improvements have occurred. Precision agriculture or precision farming means the right thing to do, in the right way, on the right place and at the right time. Precision agriculture is expected to suit the agro-climate activities to improve application precision. Farming land has declined a bit in the last 40 years but the number of farmers has increased. According to the 2010–11 Agriculture Census, a total of 138.35 million operating holdings were estimated (single farmers) and 159,59 million hectares were covered by operations.

Precision agriculture is a management technique that collects, processes and analyzes temporary, spatial and individual data and integrates this with other information in order to support management decisions based on an estimated variability to enhance efficiency of use of agricultural production resources, productivity, quality, profitability and sustainability. Precision Agriculture manages every input of crop production (fertilizer, specifically found calestone, herbicide, seeds, insecticide, etc. Reduce waste, boost income and maintain efficiency Place. Precision Agriculture adapts soil and crop management carefully to suit the different field conditions.

Precision farming is also known as precision agriculture. A farmer is not only expected to produce more for the increasing population and his family but save and protect the fragile environment while practicing it. Advanced technologies with appropriate and exact inputs such as precision farming can take care better of environment. Precision farming is right farming operations at right time leading to maximize profit. Every farming activity performed with precision by doing the right thing, in the right place, in the right way, at the right time and with right technology leading to maximize profit is known as precision farming. It is an efficient, eco-friendly and accurate management of agriculture inputs such as water, seed, fertilizers, pesticides and harvesting tools and machinery to maximize profit and reduce waste. The basic concept of precision farming is to match agricultural inputs and operations as per crop (variety/hybrid/cultivar) and agroclimatic conditions with accuracy to their better use efficiency. Perfection (nothing requisite is wanting) in farming is the key to precision farming.

Precision farming is based on global positioning system (GPS). The unique character of GPS is precision in time and space. Its use is spreading to all farm operations. Precision farming is an integrated information and production based farming system that is designed to increase long term, site specific and whole farm production efficiency, productivity and profitability while minimizing, waste and unintended impacts on the environment. This concept of precision agriculture is based on observing, measuring and responding to inter and intra field variability in crops.

Farm management strategy is the key to precision agriculture that uses integrated smart technologies such as sensors, GIS, GPS, satellite radars, drones, IoT (Internet of things) and data analytics to develop informed crop production and management decisions. The field variations are precisely measured with the help of technologies to optimize applications of inputs such as manures, fertilizers, pesticides, bio-agents and water use to increase crop yield at minimum cost. The aim of precision farming is to increase productivity, decrease production costs and minimize the environmental impact of farming.

Agriculture sector alone uses nearly seventy per cent of fresh water in the world. Therefore, water use economy in the agriculture sector is becoming a necessity. Increasing flood production is possible reducing water used for irrigation if we can adopt precision irrigation (Fig.11.1).
The precision irrigation has to be practiced by providing water to the crop plants in its root zone to meet the water requirements. The precise irrigation can result in-
• Water saving
• Avoid weed control
• Preventing loss of water due to infiltration
• Preventing loss of water due to surface evaporation from the soil
• Minimise salinity problems
• Improving water use efficiency of crops
Traditionally farmers were practicing flood irrigation. It is a method of watering crops delivering to a field and allowing it to flow over the ground among the crops. It is a simple and inexpensive technique followed in less developed areas. Flood irrigation is not very efficient way as nearly 50 per cent of the water applied in the field will be lost through run-off, soil evaporation and other factors. Flood irrigation is only suitable in wet climates and not effective in sandy soils. It leads to water logging in clay soils. There are several types of flood irrigation such as basin, border, furrow and contour irrigation. Although flood irrigation is not very efficient, the water wastage can be avoided to some extent using some techniques

Precision farming involves the collection of data by observation and measurement, and the subsequent response. Sensing is key to the collection of data; whether this is remote from space by satellites, by aircraft or drones, or by proximal sensors used on the ground, mounted on vehicles or otherwise. Responses are increasingly automated and data are often integrated into wholefarm management systems. Early commercial applications were directed towards improving crop nutrition, however, utilising precision technologies to control weeds, pests and diseases is now a reality.

Precision crop protection requires detailed data on the occurrence and distribution of problems at the earliest possible stage of detection. An early detection is the key for successful management of pests in precision farming. Some of the key aspects are:

Identification: Identifications of crops, targets and beneficial; temporal and spatial distribution: presence of the target before, during and after the crop growth period;

Sampling techniques: statistically valid sampling regimes must be used to permit an accurate view of any problem

Thresholds: under particular circumstances, the point at which action to ensure levels of infestation or damage are kept to those deemed to be acceptable;

Prediction: the speed and pattern of development of a problem must be capable of being modelled, e.g. spread and severity of insect pests and fungal diseases; weed emergence according to species, dormancy and environmental conditions.

The domestication of oxen in Mesopotamia and the Indus Valley Civilization, perhaps as early as the 6th millennium B.C. provided mankind with the draft power necessary to develop the early plough into the larger, animal-drawn true ard (or scratch plough). Some of the earliest evidence of ploughing from around 2800 B.C.was found at the Indus Valley site of Kalibangan. Subsequent archaeological finds in Prague, Czech Republic, push the oldest known ploughed field even further back to 3500-3800 B.C. All food produce was planted and harvested by hand: seeds were scattered by hand and planted grains were brought from the field to be threshed on the dooryard. Milking a small herd of cows or goats was also done by hand. This continued for centuries. Then man discovered electricity.

In 1746, just a few years before Benjamin Franklin of Philadelphia sent a kite to catch lightning in a storm, a Doctor von Maimbray gave talk to the Royal Society of London where he described his experiment of electrifying the myrtle bush (Morella cerifera) which then put forth new branches in October, something which had never happened before. This news inspired others in Europe to carry out similar experiments. In 1749, Abbot Jean Antoine Nollet of the Royal Academy of Sciences in Paris France, inventor of the electroscope, published a pamphlet on “The Harmful Effects or Advantageous of Electrical Phenomena on Plants.”¹Isolated experiments continued until in 1783 Father Pierre Bertholon de Saint-Lazare of Montpellier published “About the Electricity of Plants”, a work in which he dealt with the effect of atmospheric electricity on plants, taking in their medicinal and nutritive-electrical virtues and but in particular the practical means of applying it usefully to agriculture.²He even built an electro-vegetometer, a device for collecting atmospheric electricity to distribute it in the soil and then to the plants, but he met with little success. Bertholon also conceived of subjecting plants to “electric rain” by connecting a large syringe to an electric source. A gardener, standing on a slab of insulating material in a wagon, carried a sprinkling can electrified by means of a wire leading to a static machine. “By means of this process, strange for the times, the good Abbé Bertholon, who was considered something of a sorcerer, obtained lettuces of an extraordinary size.”3

Abstract
 
The definition of what drought is and what drought is not, has profound implications for the environment and all segments of society, yet it may be different for each. Many attempts have been made to develop a comprehensive and meaningful definition. A generic definition provides a starting point:  Drought is a persistent and abnormal moisture deficiency having adverse impacts on vegetation, animals, and people. The public perceives “drought” as a serious departure from normal water conditions, a departure that requires a public response to reduce negative impacts. About two thirds of the geographic area of India receives low rainfall (less than 1000 mm), which is also characterized by uneven and erratic distributions.

Predictive analytics estimates future health risks and outcomes, while prescriptive analytics recommends appropriate interventions and resource-allocation strategies. This chapter explains how statistical models, machine learning and healthcare data can support disease-risk assessment, prognosis and personalized treatment. Applications involving cardiovascular disease, diabetes, cancer, chronic-disease management and early-warning systems are examined. The integration of clinical, genomic, lifestyle and electronic health-record data is discussed alongside survival analysis, disease-progression modelling and treatment-response prediction. The chapter also addresses bias, fairness, transparency, privacy, regulation and interoperability. Future developments involving real-time analytics, IoT-enabled monitoring and precision medicine illustrate the transition toward proactive, preventive and data-driven healthcare.

Preparation and processing of the ice cream mix determine the functionality, safety, and consistency of the final product. This chapter describes the complete mix-processing sequence, beginning with ingredient measurement and blending and continuing through pasteurization, homogenization, cooling, and aging. It explains the purpose of each operation and its effect on proteins, fat globules, stabilizers, viscosity, microbial safety, and structure. Aging is particularly important because it supports fat crystallization and hydration of proteins and stabilizers, improving whipping and texture. The chapter also discusses common processing defects, corrective actions, and practical standard operating procedures, providing an industry-oriented framework for producing consistent and high-quality ice cream mixes.

Aim

To prepare a contour map by direct method using dumpy level.

Materials required

Dumpy level

Leveling staff

Measuring tape

Wooden pegs/chain pins

Field book

Theory

For locating a point on the ground on a contour, its position and elevation in a horizontal plane should be known. In direct method, the contours to be plotted are located on the ground with a level by making various points on each contour, and these points are surveyed and plotted on plan. This method is more accurate but slow and tedious, and is suitable for contouring small areas where great accuracy is required. For locating the points of the same elevation, the instrument is set in such a commanding position from where maximum number of points can be covered. The bench mark is established near the site of survey. The height of the instrument (H.I) is determined after taking a back sight (B.S) on the established bench mark.

A Detailed Project Report (DPR) is a vital document that outlines every aspect of a proposed project, serving as a strategic guide for all stakeholders involved. It typically covers project goals, timelines, budget estimates, resource planning, and risk evaluation. The preparation of a DPR usually begins after completing the initial planning and design stages and often follows a feasibility study to assess the project’s viability.
DETAILED PROJECT REPORT (DPR): MEANING AND IMPORTANCE
Essentially, the DPR serves as a final and elaborate blueprint of the project, laying out the specific resources, tasks, and methodologies required for successful execution. It clearly defines roles, responsibilities, and safety protocols to be followed during implementation.
Key factors determining project success include:
• Timely completion of the project
• Meeting client expectations through high-quality outcomes
• Staying within the approved budget despite cost escalations
The objective of a DPR is to translate a business investment idea into a practical, revenue-generating project. It presents a realistic and actionable plan for implementation, addressing potential risks and suggesting mitigation strategies. A well-crafted DPR ensures smooth execution and operational efficiency, making it a crucial document for project approval and success.
CONTENTS OF A DETAILED PROJECT REPORT
A Detailed Project Report (DPR) serves as a critical foundation for turning a project concept into a functional and successful venture. It should include the following key elements:

INTRODUCTION
Depending on the product being made, different methods are used to prepare fruit-based products, including smoothies, jams, sauces, dried fruits, fruit preserves, and fruit juices. Specialized equipment is usually needed for each process in order to attain the required consistency and quality. Here is a summary of how various fruit-based products are made and an introduction to the standard tools used in their production.
SQUASH
This kind of fruit beverage has 40–50% commercially available total soluble solids and at least 25% fruit juice or pulp. Approximately 1.0 per cent acid and 350 ppm sulfur dioxide or 600 ppm sodium benzoate are also present. To serve, it is diluted. Commercial squash is made with mango, orange, and pineapple. Another way to make it is to use potassium metabisulphite (KMS) as a preservative for lemon, bael, papaya, etc., or sodium benzoate as a preservative for jamun, passion fruit, peach, plum, raspberry, strawberry, grapefruit, etc.
In India, people want cold beverages almost all year round. Acid squashes hold a significant position among these fruit juices. Due to their abundance of vital vitamins, minerals, and other nutrients, these are highly well-liked. Squash is a fruit beverage that has at least 25% fruit juice or pulp and at least 40% total soluble solids (sugar). Additionally, it includes 1-2 percent edible acid. Since squash has a relatively low sugar content, it should be preserved by adding an approved chemical preservative, such as sodium or potassium metabisulphite or sodium benzoate, along with flavour and colour. Fruits like mango, orange, pineapple, litchi, lemon, and so on can be used to make squash.

INTRODUCTION
The process of preparing vegetable-based products involves several essential steps, such as cleaning, chopping, cooking, and adding seasoning. Initially, vegetables are thoroughly washed to eliminate dirt and chemicals. Depending on the specific product, vegetables are then either peeled or chopped. Some vegetables undergo blanching to maintain their color and texture before they are frozen or subjected to additional processing. For products like vegetable soups, stews, or purees, the vegetables are simmered in water or broth to enhance their flavors.
The preparation process is supported by a range of equipment, including blenders for pureeing, steamers for gentle cooking, and slicers to ensure uniform cuts. Pressure cookers are used to speed up cooking times for items like stews, while dehydrators are employed to produce vegetable chips or dried snacks. Grinders and mills are used to create pastes or powders from vegetables. It is crucial that all equipment is handled carefully to ensure it operates effectively and safely, which is necessary for achieving the highest product quality. Regular maintenance of the equipment is vital for achieving consistent and reliable results.
VALUE ADDITION CONCEPT
Value addition is a strategic approach in post-harvest management aimed at enhancing the quality, market value, and economic potential of agricultural products such as fruits and vegetables. This process focuses on transforming raw produce into value-added products that are more desirable and useful for consumers and markets. It plays a critical role in modern agriculture, food processing, and marketing. Let’s take a closer look at the concept of value addition in post-harvest management:
• Product Diversification: Value addition involves creating a variety of products from raw fruits and vegetables. For example, fresh fruits can be turned into juices

INTRODUCTION
The production of products from grains, pulses, and oilseeds entails a series of processes aimed at converting raw agricultural materials into products that are ready for use or consumption. These processes typically take place in dedicated facilities like grain mills, pulse processing units, and oilseed crushing plants, where various types of equipment are employed at different stages of production. Below is an introduction to the main processes and an overview of the equipment commonly used for these operations.
The preparation of grain, pulse, and oilseed-based products plays a vital role in transforming raw agricultural produce into consumable goods, contributing significantly to food security and nutrition. These products are integral to the daily diets of people around the world, and the processes involved in their production are designed to enhance quality, shelf life, and marketability. The procedures that go into preparing these products vary depending on the type of raw material, but all involve a series of specialized steps that are typically carried out in dedicated processing facilities.Grain mills, pulse processing units, and oilseed crushing plants are the primary settings where these transformations take place. Each of these facilities is equipped with specific machinery to perform tasks such as cleaning, milling, sorting, and packaging, with the aim of creating high-quality end products that are ready for distribution. The operation of these different pieces of equipment is crucial for ensuring consistency in quality, efficiency in production, and minimal wastage.
The processing of grains, pulses, and oilseeds involves several stages, such as cleaning to remove impurities, grinding or crushing to break down the raw materials, and packaging for storage or shipment. Each stage requires different equipment, such as mills for grains, crushers for oilseeds, and sorting machines for pulses. Understanding the operation of these machines is essential for anyone

Take 1 g phenolpathalin powder in a 100 ml volumetric flask. Then add volume up to 100 ml by ethanol (Ethyl alcohol).

Ingredients; milk fat (cream)-12%, non-fat milk solids (skim milk powder)-11%, sugar-15%, stabilizer-0.2%, emulsifier-0.2%, flavors-a pinch Basic ice cream preparation: 1. Mix the ingredients 2. Pasteurization 3. Homogenization 4. Ageing (allowing to standby 24 hours at 4.440C) 5. Freezing (the mix is frozen at 5.5560c) 6. The freezing must be quick in order to prevent formation of large crystals. The ice cream is semi solid at this temperature. 7. The ice cream is finally frozen to a hard mass at about -30C.

INTRODUCTION
In order to turn grains into flour and create a variety of food products, including bread, cakes, pasta, and other baked goods, a flour mill is used to prepare goods. Depending on the type of grain (wheat, corn, etc.) and the intended end product, the process also entails cleaning, milling, and occasionally additional flour refinement.
GRAIN SELECTION AND CLEANING
To get rid of dust, stones, husks, and other foreign objects, the grains must be cleaned before milling:
• Cleaning: To guarantee that only premium grains are fed into the milling process, grains (usually wheat, corn, or other cereals) are cleaned using devices like air separators, sieves, or rotary cleaners.
• Pre-conditioning: In certain situations, moisture is added to the grains to condition them, softening them and increasing milling efficiency.
Wheat Flour Production Process A Step by Step Approach
Grading
Using cutting-edge equipment, the skilled millers evaluate and analyze the wheat when it gets to the flour mill. Wheat samples are prepared for chemical and physical examination. When grading wheat, many factors are taken into account, but the most crucial one is the protein content. Following this procedure, millers keep the same-grade wheat in silos until they need it for milling.
Purifying
To get rid of impurities, such as sticks, stones, and other fine materials, the wheat is meticulously cleaned. The purified wheat is now prepared for conditioning.

The RTS beverage was prepared by using freshly prepared carrot juice, sour orange juice, water and sugar as per FPO specification.

    In recent years, the global demand for renewable and sustainable energy sources has led to increased interest in biogas production from agricultural residues and lignocellulosic biomass. Among these, paddy straw an abundant agricultural by-product—has gained attention as a potential substrate for anaerobic digestion and biofuel generation.
However, the biochemical conversion of paddy straw into biogas is limited by its complex lignocellulosic structure, which makes it resistant to microbial degradation. Therefore, pretreatment of biomass is a critical step to enhance its digestibility and improve the overall efficiency of biogas production.
Objective
The primary objective of pretreatment is to break down the structural and compositional barriers within lignocellulosic biomass that hinder microbial degradation and enzymatic hydrolysis. Specifically, pretreatment aims to:
1. Disrupt lignin structure and reduce cellulose crystallinity.
2. Increase surface area and porosity of the biomass for microbial access.
3. Improve enzymatic hydrolysis efficiency for higher sugar and methane yields.
4. Minimize sugar loss and avoid the formation of inhibitory byproducts.
5. Enhance biogas yield and the rate of biodegradation.
6. Achieve these improvements in a cost-effective and scalable manner

Soil Erosion As a Process
 
Soil erosion is a three stage process, namely (1) detachment, (2) transport, and (3) deposition of soil. Different energy source agents determine different types of erosion. There are four principal sources of energy: physical, such as wind and water, gravity, chemical reactions and anthropogenic, such as tillage. Soil erosion begins with detachment, which is caused by break down of aggregates by raindrop impact, sheering or drag force of water and wind. Detached particles are transported by flowing water (over-land flow and inter-flow) and wind, and deposited when the velocity of water or wind decreases by the effect of slope or ground cover. Processes like dispersion, compaction and crusting, accelerate the natural rate of soil erosion. These processes decrease structural stability, reduce soil strength, exacerbate erodibility and accentuate susceptibility to transport by overland flow, interflow, wind or gravity. These processes are accentuated by soil disturbance (by tillage, vehicular traffic), lack of ground cover (bare fallow, residue removal or burning) and harsh climate (high rainfall intensity and wind velocity).

Primary processing of fruits and vegetables refers to the first steps in transforming raw agricultural products into forms more suitable for consumption, storage or further processing. This step generally includes cleaning, sorting, grading, cutting, peeling and packaging of the products. The aim of primary processing is to preserve the nutritional quality, taste and appearance of the products by extending their shelf life and making them more suitable for consumers or ready for secondary processing. For example, fruits may be peeled, cut or peeled, and vegetables may be washed, chopped, or blanched. This step is essential in the agribusiness industry because it has a direct impact on the quality and safety of the final product, ensuring that it meets market requirements, food safety standards and consumer preferences. The efficiency and methods used in primary processing significantly affect overall profitability, product quality and market competitiveness.
Primary processing refers to the initial stages of preparing fruits and vegetables for consumption while preserving their nutritional value, freshness and flavour. This essential step involves various techniques for cleaning, sorting and packaging the produce, ensuring that it reaches consumers in the best possible condition.

OVERVIEW OF PRIMARY TILLAGE EQUIPMENT
Primary tillage is the first and one of the most important steps in soil preparation for agriculture. It involves the mechanical disturbance of the soil to break it up, loosen it, and turn it over, creating optimal conditions for crop growth. The aim of primary tillage is to ready the soil for sowing by forming a seedbed, enhancing soil structure, managing weeds, incorporating crop residues, and improving water absorption. Loosening the soil also promotes aeration, which is crucial for root growth and microbial activity. The most common tools that are used for primary tillage are the mouldboard plough and the disc plough, each suited for different soil types and field conditions. These tools are designed to break and loosen the soil, ensuring proper root development and preparation for subsequent stages of cultivation.
The mouldboard plough, one of the oldest and most widely used primary tillage tools, includes several components such as a frame, shares (blades), mouldboards, landsides, and handles. The shares cut into the soil, while the mouldboards flip the soil over, creating furrows and burying crop residues. It is best for deep tillage in lighter, well-drained soils and is generally used in areas with low weed pressure. The depth and width of the cut can be adjusted to suit the soil type and crop requirements.
In contrast, the disc plough uses rotating discs to cut into the soil. Unlike the mouldboard plough, which fully turns the soil, the disc plough slices and fragments it into smaller pieces. This makes it particularly effective in dense, compacted, or rocky soils. Disc ploughs are ideal for regions with heavy, sticky soils or where crop residues are plentiful. The discs cut the soil without fully turning it, which helps reduce soil erosion and preserve moisture levels. Disc ploughs come in single-way and double-way versions, with discs mounted at different angles to improve soil penetration. Both mouldboard and disc ploughs are crucial for primary tillage, but

So far we studied direct stress (Tensile or compressive) and tangential stress (shear stress) acting on plane individually. But in many engineering problems these both stresses are acts on a plane at a same time. In such cases resultant stress on that plane will be neither pure normal nor purely shear but there will be combined effect of normal and shear stress.

Advances in analyticalchemistry and instrumentalanalytical chemistry in the pastfew decades have significantlyimproved, makingelemental determinations in soil extracts and water samples easier, faster and less challenging for the analyst. For most of the elemental analysis procedures, the more traditional wet chemistryprocedures havebeenreplaced byvarious analytical instrumental procedures that employ either emission or absorption spectrophotometry. The elemental concentration in prepared soil extracts and water samples can be determined by a number of instrumentalanalyticalprocedures.

The trend today is toward greater analytical sophistication, to multielement computer controlled analytical instrumentation, resulting in a less ended understandingof the analytical principlesinvolved, and “black box” concepts of instrument calibration, maintenance, and operation. Preparation of the analyte and suitable adaptation for a method of analysis requires an understanding, by the analyst, of the principle of the method as well as its requirements and limitations. Adequate testing is usually required before putting the method to use, following procedures such as those that have been adapted by the Association of Official Analytical Chemists (AOAC).

It is not possible to cover in adequatedetail every method of analysissuitedfor the elemental concentration determination in soil extracts and water samples. Therefore, the objective here is to provide sufficient background information about the instrumentalprinciples to guide the reader.

Preparation of base map being in mind, the forest, agriculture, water, road and boundary are almost same for all but theme may be different as per requirement. Base information is to survey and need terrain information, the preparation includes land forms by separation of water, kart area, coastal area. Meanwhile preparation of focus might be on DEM (Digital Elevation Model) and water movement helps in demarcation of boundaries on map.

2.1. Principles

Six basic principles.

2.1.1. Principle of variable proportions or laws of returns

Helps in deciding optimum amount of an input needs to be applied for cultivation of a particular crop or enterprise.

Law of diminishing returns will operate.

INTRODUCTION TO FLIGHT PLANNING FOR AGRICULTURAL DRONE
Flight planning for agricultural drone operations entails selecting the appropriate drone, preparing the drone and its equipment, and devising a flight trajectory. Drone flight planning software enhances safety and ensures compliance.
Why is Drone Flight Planning Important?
Effective drone flight planning establishes the groundwork for effective mapping and surveying operations. It entails formulating a comprehensive flight plan for the drone, guaranteeing that data acquisition is precise, effective, and secure. Inadequate preparation exposes operators to the risks of missing data, overlapping imagery, or delays in mission execution. Principal advantages comprise:
• Precise Data Acquisition: Strategically organized flights provide uniform overlap among photos, essential for producing high-quality orthomosaics and 3D mappings with a drone.
• Optimized Resource Utilization: Efficient flying trajectories reduce energy consumption and time allocated for data acquisition.
• Improved Safety: Pre-arranged missions circumvent impediments and comply with airspace laws, thereby mitigating dangers. COMPONENTS OF DRONE FLIGHT PLANNING Defining the Mission Objective Each mapping or surveying endeavor commences with a clear comprehension of the precise purpose. The mission aim dictates the necessary data and the appropriate tools for land surveys, construction site inspections, or agricultural mapping.

Kautilya or Chanakya - probably the world’s first Management Guru who was well known for his management models and strategies - is not the first strategist or author to write the Arthashastra. There were lot of gurus - purva acharyas - and leaders before him. Chanakya studied them all and compiled them into one book known as Kautilya’s Arthashastra. The book was written centuries ago when the country was ruled by kings. But Chanakya had so much wisdom and foresight that, each time you read it, you will discover something new, something different.

The world has changed so much since he wrote the book. We are in the digital age now. But the basic principles haven’t changed. They are eternal. Even almost 2300 years later, we all want the same thing - we want to live a healthy life, a life that has quality. And Chanakya tells you exactly how to do that.

Across the globe, leadership is a subject of serious discussion, study, and research. Universities now have centers of leadership. Many times, in an organization, the members become specialized in their particular field and department but they miss out on the complete picture. The leadership ideas of Chanakya give an insight into some strategic sutras which are simple and easy to understand yet powerful and impactful when applied. Chanakya’s futuristic and time tested sutras relating to Philosophy and Ethics, Thought leadership, Qualities of a leader and Power and Responsibility, etc. will be explored in this chapter.

1.1. Plant breeding

An art and science, deals with ways and means to change the genetic architecture of plants so as to attain a particular objective.

For ensuring food security, it is important to breed and develop new varieties that are high-yielding, pests diseases and drought resistant or regionally adapted to different environments and growing conditions.

6.1. Genetic principles

6.1.1. Maintenance of genetic purity during seed production

1. Steps suggested by Home (1953)

Due to continuous pressure on our food security even after independence, the cultivation has been expanded to marginal and sub marginal lands that are prone to different types of erosion. Though the rainfed farming is based on the erratic and uneven rainfall, it contributes nearly 50% food grain, 90% oilseeds and pulses and 65% cotton production.

Probability analysis measures the likelihood of uncertain climatic and agricultural events. It is particularly useful for assessing rainfall occurrence, drought, floods, heatwaves, cold events and other risks that cannot be predicted with complete certainty. This chapter introduces classical, empirical, subjective and conditional probability, probability distributions, return periods and recurrence analysis. It explains how historical climatic records can estimate the likelihood and severity of future events. These methods assist in crop selection, sowing decisions, irrigation planning, infrastructure design and weather-risk management. By converting uncertainty into measurable probabilities, the chapter provides a scientific basis for climate-informed agricultural planning, disaster preparedness and development of resilient farming systems.

12.1. Problem soils

Chemical constraints: Salinity, sodicity, acidity and nutrient toxicities

Physical constraints : High or low permeability, sub soil hard pan, surface crusting, fluffy paddy soils, sandy soils etc.

Duration: 60-75 minutes
Objective: Develop creative and analytical skills to identify, analyze, and resolve workplace challenges effectively.
Why It Matters
Problem-solving is critical for overcoming obstacles, improving processes, and driving innovation. Effective problem-solvers think critically and act decisively, while poor problem-solving leads to delays or ineffective solutions. For example, misdiagnosing a client complaint can escalate issues, while a structured approach resolves it quickly. This module equips participants with practical tools to tackle problems confidently.
Learning Outcomes: By the end of this module, participants will:
1. Understand a structured process for problem-solving (define, generate, evaluate, implement).
2. Practice root cause analysis and brainstorming techniques.
3. Apply problem-solving strategies to real-world scenarios.

The popularity of greenhouse-grown produce continues to rise as it provides a variety of produce during the “off” season. Greenhouses are good for healthy plant nursery production and other a number of crops for profit. Though the greenhouse farming in India like in other countries is progressing but there are certain problems and constraints as stated below.

1.Greenhouse production generally is highly technical and requires constant and continuous attention during cropping period. Relevant information about the crop environmental requirement such as right temperature, humidity etc is essential.

2.Knowledge about the right type of inputs for greenhouse production is a must which is not easily available.

3.Greenhouses cultivation increases the land, water and fertilizer productivity along with reduction in pesticide use. But such interventions are associated with very high initial cost. Although, it is linked with several Government Schemes in India and have 50-90% of subsidies depending on intervention, status / socio-economic condition and policy of State and Central Government.

4.Uninterrupted and regular power supply is required for operating cooling and heating system of the controlled environment greenhouses which necessitate a back-up power pack which is also expensive and underutilized.

Global demand for cut flowers is increasing steadily at around 10 per cent per annum. The share of India in this flourishing trade estimate at over US$ 40 billion per annum is negligible at 0.4 per cent. Floriculture include cut flowers, pot plants, cut foliage, seeds, bulbs, tubers, rooted cuttings and dried flowers or leaves. At international cut flower trade, flowers such as rose, carnation, Chrysanthemum, gerberas, gladiolus, gypsophilla, liatris, nerine, orchids, anthurium, tulips and lilies are preferred. Roses, gerberas and carnation are grown in greenhouses. The open field crops are Chrysanthemum, roses, gaillardia, lily, marigold, aster, tuberose etc. In India, floriculture is emerging as an important economic activity, earning foreign exchange. It has become a potential farm income enterprise. The domestic markets for high-quality flowers have been growing at 10- 20 per cent per year for the last few years. India’s flower business is estimated to be worth $ 400 million at retail, and about $ 100 million in international trade. Flower exports are about $ 30 million, constituting mainly of roses and dried flowers. Both Central and State Governments have been more than proactive and have made large investments in this industry in assisting production and marketing.

A large variety of floricultural crops can be produced in protected environment as economic cash crops for the benefit of farmers. Problems associated with floriculture in hills are small, scattered land holdings and sparsely located population. There is a lack of irrigation facilities due to scarce availability of water resources; widespread natural vagaries like drought, hail storms, frost etc. There is a serious gaps in application of advanced floricultural technologies for improving quality and productivity; high pressure on land use for different purposes like cereal crop production, fodder production, etc. due to low per capita land availability; difficulty in technology dissemination due to difficult terrain, hostile climate, poor communication facilities and sparsely located population. Consuming markets within the state are very less which result in dependence upon distant markets of the county. There is a high post-harvest losses due to lack of modern post-harvest management system; very high temperature differentials in production areas and consumer markets; perishable nature of flowers, resulting in high post-harvest losses during transportation; and distant location of production areas from main roads. High cost of marketing, lack of organised system of marketing, lack of bargaining power with individual growers due to small production levels; inadequate availability of market intelligence to farmers resulting in imbalances in distribution of produce in different markets.

The Indian Society for Protected Cultivation (ISPC) has organized a National Seminar on ‘Advances in Protected Cultivation’ at the NASC Complex, DPS Marg, Pusa, New Delhi, on 21 March 2013, with an objective of collection and collation of scientific advances made in protected cultivation in India and dissemination of these among policy-planners, farmers, students, scientists, industry and other stakeholders. In spite of the fact that protected cultivation is in its state of infancy in the country in terms of scientific engagements, more than 120 delegates from distant parts of the country registered for the seminar besides good number of policy-planners, recognized names in agriculture and higher officials from industry particularly corporate associate life members of the society.

In the inaugural session, Dr Brahma Singh, President, ISPC and Chairman, Organizing Committee welcomed the Chief Guest Padama Bhushan, Dr R S Paroda, formerly Secretary and Director-General, Indian Council of Agricultural Research (ICAR), New Delhi and Chairman Haryana Kisan Ayog, Chaudhary Charan Singh Haryana Agricultural University , Hisar ; Guests of Honour Dr M M Pandey, Deputy Director-General (Agricultural Engineering), ICAR and Dr H S Gupta, Director, Indian Agricultural Research Institute, New Delhi, other dignitaries on and off the dais, delegates, press and media. He also highlighted that this seminar intended to review the advances made in protected cultivation in India with a purpose to accelerate the same. He emphasized that protected cultivation offers opportunities to earn more from the limited land, water and other resources. It also enables production of quality products which fetch more prices and pride, besides being a potential practice for provisioning disease-free quality planting material for horticultural crops.

Introduction

Rice is grown in more than 100 countries in the world and is an important crop for nutritional security of large part of the population. World rice production in 2007 was approximately 645 million tones. Around 50 countries have an annual production of more than 1 million tones. Ninety percent of the total rice is produced in Asian countries, with two countries, China and India, growing more than half the total crop. Top ten rice producing countries are China, India, Indonesia, Bangladesh, Vietnam, Thailand, Myanmar, Japan, Philippines, and Brazil. In Bangladesh, Cambodia, Indonesia, Lao PDR, Myanmar, Thailand, and Vietnam, rice provides 50-80% of the total calories consumed. Major part of the rice is consumed locally where produced and only 6-7% of world rice production is traded internationally.

Introduction

Maize (Zea mays, or corn as it is known in some countries) is the principal cereal crop in tropical and subtropical regions throughout the world. The increasing use of maize as a staple food reflected the much higher yields per hectare, compared with wheat, rye and barley. Because maize was cheap, it became the dominant food and main source of dietary energy and protein for poor people, particularly those in rural and underprivileged segments of society. Maize is considered to be a native of the Americans. There are different views about the introduction of maize in India. One view is that maize was introduced into India by the Portuguese during the seventh century. Other view is that maize was introduced in Pre-Colombian era through the Atlantic Arabian trade route. This is supported by the more recent variability that has been observed in the maize collections made from the north eastern Himalayan region. However, the historic records regarding the cultivation of maize in India date back only to the Maratha Empire.

ABSTRACT

Banana plants areextensively known for their fruits butby-products (pseudostem, root, leave, male banana flower, and banana peel) from banana farms also have potential applicability because recycleprocess of these wastes can convert waste of banana farms into an outstandingresource of valuable raw materials for other industries. This practice avoids huge losses of unused biomass and environmental hazards. Banana flowers are discarded in banana farms during the harvesting of banana fruit bunches and produce a great amount of agricultural waste. Consumption of banana flower as a vegetable is trendy in some parts of Asian countries but the cleaning process of banana flower is an unwieldy practice because of the time and the laborengaged in separating the calyx and the pistil portion of these flowersbefore processing. Itis an abundant source of well-balanced essential amino acids, unsaturated fatty acids, dietaryfiber, vitamins, minerals,and flavonoids. This flower also having tremendous medicinal properties as they possess several secondary metabolites. Thepresent review discusses the transformation of this agricultural waste into a different value-added product. The transformation of banana flowers into highly commercial outputs can be beneficial forsupplementary income to small scale farming industries.

Keywords: Banana, Banana flower, By-product, Value-added product, Antioxidant, Pre-treatments, Processing.

Yogurt is a fermented milk product that contains the characteristic bacterial cultures such as Lactobacillus bulgaricus and Streptococcus thermophilus. All yogurts must contain at least 8.25% solids not fat.

Aim of the Experiment: The composite soil samples, collected, are air-dried and processed before analysis in the laboratory.

Introduction
Fossil fuels are finite and as population growth drives energy demands, the need for renewable energy solutions has become paramount. Among the many ways of producing biofuels, the use of algae has emerged as a promising source. Algae particularly, microalgae are photosynthetic organisms that can convert CO2 into fuel compounds. This innovative way of using microalgae to produce biofuels can address both sustainability as well as the depletion of fossil fuels.
1.1 Microalgae as energy source
Microalgae can be used over conventional biomass as they have several advantages. One of the biggest advantages is their rapid growth rate. They are easy to grow and multiply very quickly. Other benefits include high oil yield and their adaptability to different growth conditions. They also use CO2 to grow making them carbon neutral. Conventional biomass obtained from sugar bagasse or corn needs a lot of resources for a small yield, such as land, water, and electricity whereas microalgae do not require these high investment costs or land. However, the advantages of microalgae do not stop with biofuel production. Researchers have established the use of microalgae across various industries. Commonly, spirulina has been used as a source of protein surpassing protein content per 100 g compared to other protein-rich sources. Similarly, various other microalgae have been used for extracting vitamins, and essential fatty acids, and some are also used as feed for livestock. In recent years, microalgae have also been used in cosmetics for their antioxidant, collagen-boosting properties that can lead to anti-aging benefits. In the supplement industry, microalgae have been used in research as alternatives to mainstream ingredients. Microalgae also have other environmental benefits as they can be used to treat wastewater due to their ability to degrade pollutants and excess nutrients that concentrate in water bodies. With these benefits at hand, they can also be used as an excellent input for the production of biofuels (Razzak et al, 2022; Ramaraj et al, 2015). The figure below shows the various applications of microalgae such as the production of proteins, carbohydrates, biofuels, materials production, etc.

India is the second largest producer of vegetable crops with a total production of 146.5 million tonnes (2010-11). More than 60 vegetable crops belonging to, Solanacious, Cucurbitaceous, Leguminous, Cruciferous (cole crops), root crops and leafy vegetables are grown in tropical, subtropical and temperate regions. The demand of vegetables will be 225 million tonnes by 2020 and 350 million tonnes by 2030. A larger quantity of quality seed of vegetable crops will be required in order to achieve the demands of vegetables. The limiting factors which reduce seed yield under open field condition are biotic and abiotic stresses, requirement of isolation distance and generation system of seed multiplication etc. These problems can be effectively managed when we go for seed production under protected structures.

In spite of considerable progress achieved during the last four decades in vegetable production in India, average productivity of vegetable crops is still low as compared to national and world level, indicating the scope to enhance their yield potential of quality produce. This is because of an appealing gap between potential yield and actual yield. In many vegetables, yield realized is even lesser than 50 % of potential yield. Sometime, farmers growing vegetable crops during main season do not get back their cost of cultivation. The prices of the same vegetable produce is very high during off-season. Several biotic and abiotic stresses are major factors responsible for low productivity and poor quality in different vegetable crops under open field cultivation, especifically in rainy and post-rainy seasons. The increasing demand of off-season high quality vegetables in various markets of big cities has called the attention of vegetable growers for diversification from traditional techniques of vegetable cultivation to modern systems of cultivation.

Protected cultivation of vegetable crops offers best choice for diversification. Production of crops under protected conditions has great potential in augmenting production and quality of vegetables, in main and off-season, maximizing water and nutrient-use efficiency under varied agroclimatic conditions. This technology has great potential especially in peri-urban areas, since it can be profitably used for growing high- value vegetables like tomato, cheery tomato, coloured Capsicum and parthenocarpic cucumbers, and healthy and virus-free seedlings in agri-entrepreneurial models.