eChapters

Rice is grown in about 40 million hectares of land in India and nitrogen requirement for the crop is 60 lakh tonnes based on the present levels of consumption. Rice production has to be sustained and increased to provide staple diet to our increasing population. Blue green algae is a potentional biofertilizer in rice because of their capacity to meet both carbon and nitrogen requirement naturally from the air. They are microscopic algae which are collectively called phytoplankton produce basic organic matter forming the first link in food chain and alongwith replenish the oxygen content of atmosphere. Algae contain proteins, Vitamins, iodine, bromine and substances of antibiotic and stimulatory nature. The soil algae are divided into chlorophyta (green algae) cynophyta (blue green) bacillariophyta (diatoms) and xanthophyta (yellow-greens).

De (1939) suggested that fertility of rice fields is maintained due to the growth of blue-green algae. Different types of blue-green algae have been reported to colonize the rice fields. The cells such as heterocysts in Anabaena, Nostoc, Tolypothrix etc. which have capacity to fix atmospheric nitrogen under aerobic condition and unicellular and non- hetercoystous forms also fix atmospheric nitrogen under microaerophilic conditions.

B.anthracis causes anthrax in animals and Wool sorter’s disease, hide porter’s disease, Malignant Pustule in humans. B.cerus causes food poisoning in humans. Other bacillus in this group is non-pathogenic and they are called as anthracoids. B.licheniformis is an emerging pathogen and it is implicated in sporadic abortions in cattle and sheep.
Systematics
Domain : Bacteria
Phylum : Firmicutes
Class : Bacilli
Order : Bacillales
Family : Bacillaceae
Genus : Bacillus
Species : B. anthracis, B. cereus, B. subtilis, B. mycoides,
B. megaterium, B.mesentricus
Family Characters
They are gram +ve large rods, aerobic (facultative anaerobic), endospore forming, capsulated, mostly catalase positive and fermentative organisms. They are motile by peritrichous flagella.
Bacillus Anthracis
History
• Discovery of the anthrax bacillus is credited to Davaine and Rayer (1863 –1868).
• Considerable historic interest attached to anthrax bacilli;

Abstract

Quality of water is a matter of serious concern for arid and semi arid region like Rajasthan. The study area chosen is extreme western arid part of Rajasthan state where water quality and quantity both are very important issues. Due to absence of any perennial river, scanty rainfall and scarcity of surface water resources, ground water is very deep and saline. The groundwater potability assessment was based on 1119 wells water quality data. The purposes of this investigation were (1) to provide an overview of present groundwater quality and (2) to determine spatial distribution of groundwater quality parameters which affect water potability and (3) to map groundwater potability in the study area by using GIS and Geostatistics techniques. Arc GIS 9.3 and Arc GIS Geostatistical Analyst were used for generation of various thematic maps and Arc GIS Spatial Analyst to produce the final groundwater potability map.

ABSTRACT

Assam has been divided into six agroclimatic zones on the basis of soil, climate, terrain and vegetation. It comprises of Brahmaputra plain zone to Hill zone. The paper deals with the traditional agroforestry systems prevailing in all these agroclimatic zones along with the research activities which are going on in Assam. Salient research achievements with respect to tree-crop compatibility are given at the end of the chapter. Impact of agroforestry research on farmers of Assam in terms of adoption is also given.

INTRODUCTION

Assam, one of the eastern states of India, lies between 240 N and 28018’ N latitudes and 8904’ E and 960 E longitudes. The state is surrounded by Bhutan and Arunachal Pradesh in the north, Nagaland, Manipur and a part of Arunachal Pradesh in the east, Mizoram, Tripura and Meghalaya in the south and West Bengal in the west. The state is endowed with abundant fertile land and water sources with a total geographical area of 78,523 km² with population density of 318 per square kilometer.

In broad perspective, plants and crops of agriculture can be classified mainly based on three criterions namely descriptive, ecological and agronomical. Understanding these basic classifications will help us to study the characteristics of each plant in detail.

Descriptive Classification

In descriptive approach, plants and crops can be classified based on the mode of reproduction, mode of pollination, life span, growth habits and leaf retention property. Sexual and asexual reproducing plants are the two groups based on the mode of reproduction. The sexual reproducing plants are developed from a seed after the union of male and female gametes and asexual plants reproduces through vegetative means and not by male and female gametes.

The rapid pace of technological innovation, coupled with mounting environmental challenges and shifting societal expectations, is fundamentally reshaping the landscape of sustainable food production. In this chapter, we explore the future outlook of this dynamic field by examining emerging trends in weather intelligence, the transformative potential of innovations in artificial intelligence (AI), the Internet of Things (IoT), and data integration, as well as the evolving policy and ethical considerations that underpin sustainable agriculture. The integration of advanced technologies with traditional agronomic practices has led to the development of data-driven systems that not only forecast weather with greater accuracy but also optimize crop management, resource utilization, and risk mitigation. As we look toward the future, the convergence of these disciplines promises to usher in a new era of resilient, efficient, and environmentally conscious food production systems. We begin by outlining the current landscape and identifying key trends that are driving change. The discussion then transitions into an exploration of cuttingedge innovations in AI, IoT, and data integration that are revolutionizing weather intelligence. Subsequent sections address the policy frameworks and ethical dilemmas accompanying rapid technological adoption in agriculture, before concluding with a vision for future research directions and strategic planning. Finally, the chapter suggests additional topics—such as blockchain for supply chain transparency and urban vertical farming—to ensure a holistic view of sustainable food production in a rapidly changing world.
12.1 Emerging Trends in Weather Intelligence and Food Production
Over the past decade, advancements in sensor technologies, communication networks, and computational algorithms have revolutionized weather forecasting and climate monitoring. These breakthroughs are not only critical for predicting weather events but also serve as the foundation for proactive decision-making in agricultural management. High-resolution satellite imagery and remote sensing techniques now provide granular data about atmospheric conditions, soil moisture levels, and crop health (Fig.12.1).

Introduction

India produces 77.51 million tones of fruits of which only 10-20% are processed and rest are used as fresh (Singh 2010).  The post harvest losses are estimated to be in the order of 20-40%.  In terms of value it exceeds Rs.2000/- crores annually (Chadha 1989).  Processing of fruits under arid conditions is all the more important due to non-availability of fresh produce throughout the year in rural areas.  However, the area and production under arid fruits are increasing day by day in the states of Rajasthan, Haryana and Gujarat.  As a result seasonal glut has started in the local market and growers are not able to get the remunerative prices of their produce. In our country over 70% of the Indian population resides in village and are engaged mainly in farming and related activities besides their exclusive involvement in domestic work. Keeping above points in view, Agro-based technology should be developed for rural masses to create gainful employment by increasing the productivity through value added processed from arid fruits.

ABSTRACT

In the state of Meghalaya, forests are being degraded by age-old practice of shifting agriculture by native tribes and other human activities. Agroforestry has a great potential both from the point of view of restoration and maintenance of soil fertility and to increase agriculture production. The traditional system of agriculture in the state is primitive, labour intensive and dependent on rainfall. The proportion of space occupied by the tree and crop components in the traditional system largely depends upon factors like soil types, plant species and crop arrangements. The common traditional systems practiced in the state may be grouped under agrisilviculture, agrihorticulture, silvihorticulture, pastoralsilviculture and pastoralhorticulture. Agroforestry systems can play an important role in soil conservation and improvement in moisture and nutrient levels through efficient cycling of nutrients, which in turn would enhance agriculture production. The analysis of different agroforestry systems in the state of Meghalaya suggests that further improvement of the existing systems may yield high productivity and make them more sustainable.

INTRODUCTION

Agroforestry is an ideal scientific approach to tackle the problems of degraded lands and to bring about eco-restoration and maintenance of soil resources. The significance of tree based land use systems in general and agroforestry in particular, has been realized in improving the economy of farmers having small land holdings (Chauhan and Dhyani 1990, Beer et al 1990, Fisher 1990, Dhyani and Tripathi 1999). The fertility of soils can be improved under the influence of tree cover, which checks erosion, contributes to accumulation of organic matter content, adds nitrogen through symbiotic N-fixation by leguminous or actinorrhizal trees and continuously replenishes the nutrients through effective recycling mechanisms. It offers a practical means of achieving greater outputs and at the same time maintains soil fertility that ultimately helps in increasing productivity of agricultural crops and trees.

Introduction

Nursery is an art of raising and selling seedlings, saplings, and other planting materials for use in gardens and orchards. The availability of true to type, healthy and high quality planting materials is a must for a successful and profitable fruit production. “Scion block” refers to trees planted to provide scion wood for propagating nursery stock, whereas “seed block” refers to the planting of registered seed trees that will provide seeding rootstock for propagating certified nursery stock. It consists of planting self-rooted mother trees/mother stools with the objective of providing vegetatively propagated (clonal) rootstock for the multiplication of certified nursery stock.

Introduction

In agricultural and horticultural ecosystems greater extent of losses caused by pests includes insect-pests, plant diseases, and weeds and have directly affected the production. Out of these, a group of animals other than the insects also causes the considerable yield losses to agricultural and horticultural crops and commonly known as vertebrate pests such as birds, rodents and mammals. In recent times mammals such as blue bull (Nilgai), wild boars, rodents, porcupine and monkeys has gaining the status of pests and in certain cases a huge damage is being encountered (Rao, et al?, 2015). Among mammals, blue bull and wild boar both has become a serious problem in most of the Indian states for farmers in major agricultural and horticultural crops and resulting into immeasurable damage.

Introduction

Mulberry is a very hardy and fast growing perennial plant belonging to the genus Morus of the family Moraceae. The leaf of mulberry is used for feeding and rearing of the silkworm, for the production of silk yarn. It is estimated that mulberry silk worm (Bombyx mori) contributes around 90 % of the total global raw silk production and it is a very attractive economic activities mostly to the rural people. In addition to the utilization of mulberry leaves as silkworm feed, it is being used for many other purposes due to its high nutritive value and delicious taste is getting importance as valuable food stuff as well as environmental importance of mulberry taking into account several aspects of its role as animal feed, foodstuff, phyto medicine and remediation of polluted soils and atmosphere etc.

Soil conservation is essential for maintaining agricultural productivity, safeguarding natural resources, and minimizing environmental harm. To achieve effective results, it’s crucial to identify and apply suitable conservation structures based on the characteristics of the terrain. Choosing the right location for these structures is a vital part of ensuring their effectiveness and durability. This involves conducting thorough surveys using a combination of methods such as field observations, remote sensing, and Geographic Information Systems (GIS) to pinpoint the best sites for intervention. Site selection focuses on analyzing land features like slope gradient, precipitation patterns, soil composition, and existing land use. It aligns these factors with the specific conservation objectives—whether aimed at controlling erosion or enhancing soil quality—while also weighing the costs and benefits of various soil conservation techniques.
IMPORTANCE OF SITE SELECTION
The main goal of soil conservation structures—like check dams, contour bunds, percolation tanks, and gully plugs—is to minimize soil erosion, boost water retention, and enhance soil fertility. Their effectiveness largely depends on where they are placed. Poorly chosen sites can result in structural failure, inefficient water control, and negative environmental impacts. Hence, careful and precise site selection is crucial to ensure the success and long-term benefits of soil conservation initiatives.

Biological materials

Seeds from self fertilized plants will be obtained from the concerned breeder. Hand picked, uniform sized seeds will be chosen for mutagenic treatments.

Gamma irradiation

Gamma irradiation will be performed in gamma chamber, exposing the seeds to gamma rays from ⁶⁰Co source: well filled and hand picked uniform sized seeds with a moisture content of 8.5 per cent will be chosen for irradiation. A sample of say 120 seeds per treatment will be packed in butter paper cover and placed in 100 curie ⁶⁰Co gamma cell. The treatments will be given for various duration depending on the doses required with the dose rate of say 54.05 rads/sec.

Chemical mutagenesis

The seeds will be soaked in water for say 6 hours before the chemical treatment. The duration of pre-treatment with water will be determined on preliminary blank experiment. In cowpea genotype Co. Vu. 623, there was about 5-10 per cent radical emergence about 12 hours after soaking in water. There was no radicle emergence before 12 hours water soaking. An initial pre-soaking period of 6 hours was therefore adopted for later treatment with mutagens. The total treatment period will be about 12 hours (6 hours with water and 6 hours with chemical mutagen). The duration of treatment with chemical mutagens will also be based on the half-life period of the mutagen solution.

Herbicides are the chemical substances used to kill weeds, i.e., unwanted plants that compete with crop plants for soil nutrients. Chemical herbicides are the most effective immediate solution to most weed problems. Use of chemicals, however, can be harmful to wildlife, to the environment and to humans. Chemicals are also expensive, and weeds develop resistance to the chemicals. For these reasons, there is now a move toward alternative methods of controlling the weeds. One of the most promising is biological weed control, which involves using one living organism to control the activities of another organism.

ABSTRACT

Rural youths represent both a challenge to and an opportunity for reducing rural poverty. To overcome this challenge and seize the opportunity concerted efforts are needed to generate decent employment opportunities. A complementary set of awareness generation, entrepreneurship development, enabling policy, capacity building and technical support activities need to be designed for creating an enabling environment that meets the multi-dimensional needs of rural youths. Sustainable poverty reduction and rural economic development can only be achieved when national enabling environments facilitates and empower young people to achieve their full potential. Agriculture being the core of rural activity, potentiality of farming sector to create employment opportunity both in primary as well as in secondary agriculture needs to be highlighted with proven success before the rural youths. Enabling environment in all aspect needs to be created to motivate the educated youths to live in villages and launch a new agricultural movement based on integrated application of science and social wisdom. The untapped demographic dividend will become our greatest strength when the aspiration turns into reality.

RAPD stands for Random Amplification of Polymorphic DNA. It is a type of PCR reaction, but the segments of DNA that are amplified are random. The scientist performing RAPD creates several arbitrary, short primers (8-12 nucleotides), then proceeds with the PCR using a large template of genomic DNA, hoping that fragments will amplify. By resolving the resulting patterns, a semi-unique profile can be gleaned from a RAPD reaction.

No knowledge of the DNA sequence for the targeted gene is required, as the primers will bind somewhere in the sequence, but it is not certain exactly where. This makes the method popular for comparing the DNA of biological systems that have not had the attention of the scientific community, or in a system in which relatively few DNA sequences are compared (it is not suitable for forming a DNA databank). Because it relies on a large, intact DNA template sequence, it has some limitations in the use of degraded DNA samples. Its resolving power is much lower than targeted, species specific DNA comparison methods, such as short tandem repeats. In recent years, RAPD is used to characterize, and trace, the phylogeny of diverse plant and animal species.

Soil represents a medium or substrate in which numerous microorganisms live and bring about a great variety of processes that are responsible for the continuation of the cycle of life in nature. The numerous living forms which spend their life in the soil, ranging from submicroscopic forms to the lower animal forms. With the growing recognition of the numerous processes carried out by the microorganisms in the soil there gradually emerged a branch of microbiology, which came to known as soil microbiology. It is a branch of soil science concerned with soil-inhabiting microorganisms and their functions and activities.

Since soil microbiology concerns soil microorganisms and their processes it is closely associated with soil biochemistry. Medical bacteriologists are interested in the soil as a medium for the growth and survival of disease-producing organisms. Agricultural chemists are also interested in the soil processes that result from the activities of microorganisms. General bacteriologists, zoologists, botanists are interested in a certain special group of organisms found in the soil. Recently, soil microbiology has expanded to include the study of the role of soil microorganisms in genetic engineering, in the biological control of pests and diseases, the degradation of pollutants, production and destruction of radioactive gases and its transfer. Thus microbial participation in several important processes emphasizes that soil microbiology has become a global science.

11.1. Introduction

A fruit preserve is a product made from properly matured fruit by cooking it whole or in the form of large pieces in heavy sugar syrup, till it becomes tender and transparent. A fruit impregnated with cane sugar and glucose, followed by subsequent draining and drying is called a candied fruit e.g. petha candy, ginger candy. Further, candied fruit covered or coated with a thin transparent coating of sugar, which imparts a glossy appearance is referred to as a glaced fruit. When candied fruit is coated with sugar crystals either by rolling it in powdered sugar or by allowing the sugar crystals from glucose syrup to deposit on it, it becomes a crystallized fruit. The use of high concentration of sugar in these products acts as the preservative. The products like Petha candy, aonla preserve, apple rings; candied citrus peels, ginger candy, ginger in syrup; bael, pineapple and carrot preserve are the commercial products in this category.

Ground truth links image data with actual physical features and materials on the Earth’s surface. Gathering this type of data is crucial for calibrating remotesensing systems and enhancing the interpretation of the collected imagery. In artificial intelligence (AI), ground truth refers to data that has been confirmed as accurate and is used to train, validate, and test models. In data science, ground truth serves as the benchmark for accuracy, allowing data scientists to measure how well a model performs by comparing its output to verified real-world data. This ensures that machine learning (ML) models generate reliable, reality-based results. Ground truth is particularly vital in supervised learning, where algorithms rely on labeled data to learn how to classify inputs or make predictions. Proper data labeling or annotation is essential—without it, the data cannot be trusted as a standard for representing the real world.
UNDERSTANDING THE GROUND TRUTH
Ground truthing is the process of gathering on-site digital data about the condition of crops and the overall state of a field. This information is recorded at specific locations and complements the remote sensing data obtained through drones. Collecting ground truth data in the field is crucial for calibrating remote sensing outputs and supports the interpretation and analysis of the imagery. Obtaining reflectance spectra directly from the surface materials in their natural setting—commonly referred to as ground truth data—is vital for identifying unknown materials in multispectral and hyperspectral imagery, and for assessing the accuracy of the sensors. Since removing samples for lab testing can alter or destroy their surface characteristics, and because lab analysis isn’t feasible for large or remote areas, researchers rely on portable field instruments. These tools must deliver lab-quality measurements in the field, with lighting and viewing conditions that closely match those of satellite or aerial sensors.

INTRODUCTION

Carbon dioxide gas is fundamental to sustaining life on earth for two reasons (i) it is a source of C for photosynthesis, and (ii) it acts like blanket in atmosphere that keeps the earth warm. Molecular CO₂ absorbs short wave solar radiations and release them as long wave infra red radiations. An atmospheric concentration of 300 ppm is adequate to support life on earth. CO₂ accounts for about half of the greenhouse effect. The natural concentration of green house gases (GHGs) has been essential to life on earth, creating the average temperature of 15ºC. Without the naturally occurring green house effect, the average temperature would be minus 18ºC. CO₂ concentration has now reached 400 ppm. If present trends continue then CO₂ levels would reach 600 ppm in 2100 and 1300 ppm in 2200 and level off at 1800 ppm in the year 2400 (Harvey and Danney, 2000). With increasing CO₂ concentration the amount of solar radiation absorbed by atmosphere would increase and make earth warmer. The higher atmospheric temperature can affect global hydrological cycle and alter the distribution and productivity of terrestrial biota. This can have devastating consequences for human life as each 10C increase in temperature, vegetation zones may change dramatically, moving toward the poles by 200-300 km. Further, each 1ºC of global warming will also increase water evaporation, leading to about 2% greater mean global precipitation.