eChapters

The extreme weather events of the present day and the expected future climate scenarios at global and regional scales have been attributed to the changes in the atmospheric chemical composition and the massive amounts of greenhouse gases (GHGs) emitted by humans since the industrial revolution, bringing about the global warming and resulting in Climate Change. Further, the natural disasters like flash floods are attributed to the highly conspicuous human interventions with nature – the earth and its atmosphere. The parody of the situation is that, while the GHGs sourcing countries are mainly the developed ones, the sink of the result are the agrarian-dominated and eco-sensitive economies of the tropics. Invariably, tropical regions are to be affected the most, because, on the one hand the general circulation of the atmosphere directly and naturally causes divergence of the polluted air from extra tropical regions towards tropics, while on the other, the industrialization within the tropical regions too would affect the local atmosphere. Karnataka State, being located well within the tropics, can be truly impacted by the climate change caused by anthropogenic sources and it is demarcated into 10 agroclimatic zones (Fig. 9.1) based on crops, soils and climate. Climate experts have warned that Karnataka is likely to be more vulnerable to climate change than other states in India.

Key words : Groundwater Modelling, GIS, PMWIN, ArcInfo Interface Con2grid, Interface Programme, ArcMacro Language.

Introduction

Groundwater is an important source of irrigation in India and has played a major role in increasing the food production. About 50 per cent of total irrigated area in the country is dependent on groundwater (Central Water Commission (CWC), 2000). Productivity of groundwater is normally more than the surface water due to the fact that it is available at the point of use, requires minimum conveyance infrastructure, is available on demand and maximizes the application efficiency. However, in past few years, excessive and unplanned groundwater pumping in certain parts of the country has resulted in depletion of groundwater resources. Water table in these region is going down day by day and making it beyond the reach of poor farmers. Therefore, keeping the water table in the desirable range is a major concern. This can be achieved by adopting proper pumping rate and pumping schedule. Groundwater modelling has successfully been used for deciding the pumping rate and pumping schedule. Groundwater modelling refers to simulation of groundwater behaviour under varying pumping and recharge conditions. A groundwater model is simply a set of equations, which describe the physical processes active in the aquifer subjected to certain assumptions. While the model itself obviously lacks the detailed reality of the groundwater systems, the behaviour of the validated model approximates that of the aquifer.

In order to provide for the establishment of an effective system for protection of plant varieties, the rights of farmers and plant breeders and to encourage the development of new varieties of plants it has been considered necessary to recognize and protect the rights of the farmers in respect of their contribution made at any time in conserving, improving and making available plant genetic resources for the development of the new plant varieties. Moreover to accelerate agricultural development, it is necessary to protect plants breeders’ rights to stimulate investment for research and development for the development of new plant varieties.

Such protection is likely to facilitate the growth of the seed industry which will ensure the availability of high quality seeds and planting material to the farmers. India having ratified the Agreement on Trade Related Aspects of the Intellectual Property Rights has to make provision for giving effect to Agreement. To give effect to the aforesaid objectives the Protection of Plant Varieties and Farmers’ Rights Act, 2001 has been enacted in India

ABSTRACT

Advances in biotechnology, particularly methods for culturing plant cells and tissues, can provide new means for the commercial processing of even rare plants and the chemicals they produce. These new technologies will extend and enhance the usefulness of plants as renewable resources of valuable chemicals. Aristolochic acid is mainly found in the genus Aristolochia. Aristolochic acid has been shown to have anti-tumour activity and has been recommended for its activity against various effects of snakebite and its capacity to inhibit phospholipase A₂ or other enzymes. Considering the importance of medicinal use of A. bracteolata and A. indica, in the present study, they were selected for in vitro development and rapid multiplication of plant through tissue culture. The study was undertaken to enhance the in vitro production of Aristolochic acid in different tissue cultures. Cell suspension culture was established from friable calli of both the species in MS liquid medium. Bergmann plating technique was carried out for cell line selection for more production of Aristolochic acid. Primary transformation was carried out by Agrobacterium tumefaciens strain LBA4404 / pTOK233 with Gus and hpt genes to confirm the transgenic potential of A. bracteolata and A. indica. In order to enhance the production of aristolochic acid in in vitro culture condition, the physical, chemical and biological conditions were altered. Aristolochic acid was isolated, identified and purified from naturally growing plants as well as from tissue culture plants and all other culture staes

Animal behaviour provides valuable information about health, welfare, reproduction, environmental adaptation and social interaction. Traditional observation is labour-intensive, time-consuming and vulnerable to observer bias. This chapter explains how machine learning automates behavioural analysis using video, sensor and bioacoustic data. It covers preprocessing, feature extraction, classification, clustering and recurrent neural networks for temporal analysis. Computer-vision techniques—including object detection, tracking and pose estimation—enable continuous and non-invasive monitoring. Case studies demonstrate applications in livestock management, wildlife conservation and laboratory research. The chapter also examines data labelling, model generalization, ethics, explainable AI, real-time processing and the integration of multiple behavioural data sources

Digital dairy farming integrates IoT, artificial intelligence, machine learning, big-data analytics, cloud computing, sensors and automation to improve herd management. This chapter explains how wearable devices and monitoring systems support early disease detection, welfare assessment, milk-yield analysis and precision feeding. Automated milking, feeding and other operations reduce manual labour, improve consistency and lower operating costs. The architecture of smart dairy systems—including sensors, wireless communication and decision algorithms—is examined alongside environmental and economic benefits. Barriers include high initial investment, limited digital skills, poor rural connectivity and cybersecurity risks. Future developments may include AI-enabled autonomous dairy farms and interconnected, sustainable agricultural ecosystems.

5.1 Introduction

Rainfed agriculture accounts for about 60-95% of farmed land in major areas of the world covering Saharan Africa, Latin America, North Africa and East Asia and South Asia. Agriculture in about 60 percent of 142 m ha of net cultivated area in India is rainfed without access to any source of irrigation. Rainfed agriculture is mostly practiced in arid, semi-arid and sub-humid regions where the rainfall is low in quantity, erratic in distribution and is also characterized by high inter-year variability. Together with poor and degraded soils, this limits the length of growing season as well as the choice of crops that can be grown sustainably. Coarse cereals, pulses, oilseeds and cotton dominate the cropping pattern in the regions where rainfed agriculture is concentrated. More importantly, these rainfed regions provide a livelihood to a majority of the rural poor, and as a result they are often described as concentrations of mass poverty and hotspots for civic strife. The productivity of crops grown in rainfed areas is considerably lower than its potential and much lower than that of irrigated crops. Enhancing the productivity of rainfed crops is therefore important from the viewpoints of growth, equity and sustainability.

Introduction

Pollution is the introduction of contaminants into an environment that causes instability, disorder, harm or discomfort to the physical systems or living organisms they are in.
 
Pollution can take the form of chemical substances, or energy, such as noise, heat, or light energy.
 
Pollutants, the elements of pollution, can be foreign substances or energies, or naturally occurring; when naturally occurring, they are considered contaminants when they exceed natural levels. Sometimes the term pollution is extended to include any substance when it occurs at such unnaturally high concentration within a system that it endangers the stability of that system. For example, water is innocuous and essential for life, and yet at very high concentration, it could be considered a pollutant.

INTRODUCTION

Seed is one of the most vital and important inputs for increasing agricultural production. Commercial flower seed production is an international business involving highly specialized growers. Compared with the production of seeds of cereals, pulses oilseed even vegetable seeds, it is done on a relatively small scale. However, a large number of species are being produced under very different cultural conditions. It seems to have great scope for expansion in developing countries like India, especially under northern India climatic zones having favourable growing conditions, skilled and cheap labour.

Annual flowers like petunia, coreopsis, helichrysum, phlox, nasturtium, marigold, gaillardia, salvia, ice plant, verbena, nemesia, pansy, poppy, larkspur, chrysanthemum, etc. have been widely used for seed production. After release of a variety its seed have to be multiplied in sufficient quantity which takes 3-4 generations before it reaches to the farmers for commercial use. The Indian seed programme largely adheres to the limited generations system for seed multiplication in a phased manner. The system recognizes three generations namely breeder, foundation and certified seeds and during multiplication cycle care has to be taken so that variety does not degenerate but maintains its original characteristics.

Seed production of flower has undergone unrestricted revolutionary growth in term of number of crops and their varieties as well as production. This phenomenal development is the result of technological advancement in the production of flower seed and development in the area of production, packaging, handling, transportation and marketing of flower and ornamental plants all over the world. The world germplasm contains more than 1500 different varieties of flowers and ornamental crops. Each species of flower grown for seed has its own specific time, culture, problem of pollination and harvesting and storage requirements. Mild climate with moderate rainfall favour the growth and development of most flower and ornamental crops.

Production of seeds of annual flower is having immense impetus as regards the diversification in floribusiness. The flower seed industry is truly international, operating in many countries in the world. Large quantities of annual flower seeds are required both by developed and developing countries adding to the beauty of private and large gardens and also for cut flower production. Annual flower are indispensable in respect of beautification of gardens. In the world, many nurseries are engaged in the production of seed of seasonal flowers and are having a blooming business. The great diversity of flower seed crops is fascinating facet of the world seed industry and they are of high value and low volume in contrast to the high volume and low value seeds. The varied agroclimatic condition existing in India provides a vast scope for the production of a wide range of flower seeds of both tropical and temperate origin. With the availability of relatively inexpensive human labour, technical expertise, and other material, it is possible to organize a strong flower seed production programmed exclusively for export purpose.

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).

Plants belonging to the Rhododendron subgenera Pentanthera (deciduous) and Tsutsusi and Azaleastrum (evergreen) are called azaleas. Azalea belongs to family Ericaceae. Azaleas are one of the favourite ornamental plants used by home owners and professional landscapers. They are used as foundation, accent, individual specimen plants, and as mass plantings. Azaleas are good companion plants, working well in designs with many trees, shrubs and ground covers, offering a variety of landscape options. Azaleas can be found in all ranges of colours, from delicately pink-tinged white to strong, bright red, and there are species that has the startling colour of flame. Its bold colour scheme has caused people to carry it far and wide, for use wherever a sudden note in strong hue is appropriate among the milder expressions of the rest of the flowers. The evergreen azalea, Rhododendron simsii Planch., is one of the most important pot plants in Western Europe and the USA. The breeding history of this vegetatively propagated plant is a relatively short one, and breeding has been focused on flower characters because the public is continually asking for new flower colours and flower types.

ORIGIN AND DISTRIBUTION

Nevertheless, very little was known about the origin and the ancestor species used for this important ornamental crop. Rhododendron simsii, the species that is accepted to be the main ancestor, originates from hilly areas in China (Chang Jiang valley), Thailand, Laos and Burma. Apart from R. simsii, at least three other species from the Tsutsusi subgenus, from South-Asia and Japan, might have contributed: R. indicum, R. x mucronatum (Blume) G. Don and R. scabrum (Heursel, 1999).

From a floricultural viewpoint, azaleas are firstly divided into the two broad categories of deciduous and evergreen plants. The former, notoriously more rustic, have North American, Caucasian, and Asian origins, and are classified in the subgenus Pentanthera G. Don, whereas the latter derive exclusively from Asian species and are classified in the subgenus Tsutsusi (Sweet) Pojarkova (Chamberlain and Rae, 1990). Within the evergreen azaleas at least four more or less well defined groups of cultivars are distinguished according to their traditionally recognized most important ancestor: pot or Belgian azaleas (R. simsii Planch. putative hybrids), Hirado azaleas (R. scabrum G. Don putative hybrids), Kurume azaleas [putative hybrids of R. kiusianum Makino var. kiusianum and var. sataense (Nakai) D.F. Chamb. and R. kaempferi Planch.] and Satsuki azaleas [putative mutants or hybrids of R. indicum (L.) Sweet and R. eriocarpum (Hayata) Nakai]. The Hirado, Kurume and Satsuki groups are often referred to as Japanese azaleas because of their geographical origin (Scariot et al., 2007).

In order to achieve maximum and sustainable crop production from available farm resources, it is essential to have proper knowledge of the agro-climatic resources of the location/region. Therefore, a thorough understanding of the climatic conditions would help in determining the suitable agricultural management practices for taking advantage of the favorable weather conditions and avoiding or minimizing risks due to adverse weather conditions. better planning of cropping pattern, developing irrigation and drainage plans for an area (Chaudhary et al. 2015). Hence, trends of temperature and rainfall are studied in this section with possible impact studies on rice production for Chhattisgarh state. Challenges of rainfed rice production can be understood through trend studies of key weather variables. Analysis of rainfall in the context of rainfed rice production in Chhattisgarh state has been carried out. Analysis has been done at Department of Agrometeorology under All India Co-ordinated Research Project (Raipur) to characterize the key weather parameters statistics.

Bougainvilleas (Bougainvillea spp.) are tropical and sub tropical plants belonging to Nyctaginaceae family. They are thorny, evergreen and some are fragrant. Bougainvillea is named for “Louis A. de Bougainville”, a French navigator (1729-1811) who discovered the plant in Brazil in 1768. Bougainvillea plant spreading horizontally or hanging downwards as it is climbing upwards, it makes itself at home in almost any situation. It can be grown as a hedge, groomed as a ground cover, pruned as an espalier, trained as a tree or contained in a pot in a variety of shapes. Bougainvillea is ideal for bonsai. Red, violet, orange, yellow or white bracts appear at the ends of new growth.

ORIGIN AND DISTRIBUTION

Bougainvillea is a native of South America (Bailey, 1963, Menninger, 1970 and Hackett and Sachs, 1985) from Brazil west to Peru and south to southern Argentina. A French explorer and naturalist, Dr. Philibert Commerson or Commercon (1727-1773), discovered the bougainvillea in Rio de Janeiro in 1768. He may have been traveling on a supply ship at the time. His discovery would soon find a name and go on to make a name for itself all over the world. In 1766, a ship called La Boudeuse set sail from Nantes on a round-the-world voyage of discovery commissioned by the French government. At the helm was Louis-Antoine de Bougainville (1729-1811), a mathematician and an admiral in the French navy. When La Boudeuse arrived in Rio de Janeiro to rendezvous with the supply ship, the occasion made horticultural history. Commerson’s newly discovered plant received a name, bougainvillea, in honour of the admiral.

Twenty years after Commerçon’s discovery, it was first published as ‘Buginvillea’ in Genera Plantarum by A.L. de Jusseau in 1789. The genus was subsequently spelled in several ways until it was finally corrected to ‘Bougainvillea’ in the Index Kewensis in the 1930s. Originally, B. spectabilis and B. glabra were hardly differentiated until the mid-1980s when botanists recognized them to be totally distinct species. In the early 19^th century, these two species were the first to be introduced into Europe and soon, nurseries in France and England did a thriving trade providing specimens to Australia and other far away countries. Meanwhile, Kew Gardens distributed plants it had propagated to British colonies throughout the world. Soon thereafter, an important event in the history of bougainvillea took place with the discovery of a crimson specimen in Cartagena, Colombia, by Mrs. R.V. Butt. Originally thought to be a distinct species, it was named B. buttiana in her honour. However, it was later discovered to be a natural hybrid of a variety of B. glabra and possibly B. peruviana - a “local pink bougainvillea” from Peru. Natural hybrids were soon found to be common occurrences all over the world. For instance, around the 1930s, when the three species were grown together, many hybrid crosses were created almost spontaneously in East Africa, India, the Canary Islands, Australia, North America and the Philippines.

In this chapter, an attempt is made to emphasize the fact that while no country in the World is safe from geohazards, a proper understanding on their causes, ways to mitigate them and surviving techniques would help reduce the life and property loss. Each geohazard has its own characteristic way of potential impact and hence classifying vulnerability of different regions and creating awareness on potential impact is essential. In addition to providing basic information on geohazards, this chapter presents a conceptual model on hazard mitigation, rescue and relief operations.

INTRODUCTION

Every year, thousands of people are killed by volcanic eruptions, earthquakes, landslides and floods. These natural causes damage human settlements and infrastructures (GOI, 2004) inflicting life and economic loss. As human population increases, habitation on hazardous and or vulnerable land becomes more common and the risks posed by these hazards increase. The need to observe their behavior, understand them better and mitigate their effects become ever more urgent (IGOS, 2003). Decades of research may have contributed towards betterment of our understanding on the processes of geohazard formation but still a long way has to be covered to develop better mitigation procedures.

In India, about 46 per cent of the milk produced is either consumed at the producer level or sold to non-producers in the rural area, the balance 54 per cent of the milk is available for sale to organized and unorganized players. The organized sector comprises of Government, Producers’ Owned Institutions (Milk Cooperatives & Producer Companies), and Private players which provides a fair and transparent system of milk collection round the year at the village level. The unorganized/informal sector involves local milkmen, dudhias, contractors, etc. and they are mostly found to be opportunistic, as there is no uniformity of milk price paid to producers and it varies depending upon the situation. The possibility of adulteration of milk is higher among these unorganized groups. In the areas where competition is high and the presence of the formal sector is strong, the unorganized sector generally gives higher prices and at the same time, the unorganized sector doesn’t offer remunerative prices to the producers where the organized sector is not present.

Robotics is transforming livestock production by automating repetitive, labour-intensive and precision-dependent operations. This chapter examines automated milking, robotic feeding, manure removal, health monitoring, drones and autonomous herd-management systems across dairy, poultry, swine and sheep production. Integration with AI, IoT and sensors creates connected environments capable of continuous monitoring and data-driven action. Benefits include higher productivity, lower labour requirements, timely animal care and more efficient resource use. Challenges include substantial investment, technical complexity, maintenance and farmer acceptance. Emerging developments such as autonomous farms, swarm robotics, solar-powered equipment and climate-smart robotic systems may further strengthen animal welfare, environmental sustainability and global food security.

Abstract: Alley cropping system is known for several services like fodder and fuel production, nutrient management, and soil erosion control from hilly terrain in humid tropics, but it could not make in farmers field. This study explores the role of Gliricidia leaf manure on nitrogen management in soils. Simultaneously, the system is modified to make it highly profitable, so that it may become farmer’s friendly in humid tropics. For nitrogen management in soil, two methods (leaves being incorporated into soil vs. surface) and three times of application, i.e. zero week after sowing (0 WAS), two week after sowing (2 WAS) and four week after sowing (4 WAS), of Gliricidia leaf in soil was considered. Two additional treatments, urea (120 kg ha-1, equal to the leaves) and control (no urea + no leaves) are also maintained to compute recovery of nitrogen from the leaves by the crop, and to know if the leaf manure could produce grain yield equal to that of equivalent urea. The study reveals there is no effect of the method of application on the decomposition and release of nitrogen from the leaves, soil N mineralization, nitrogen uptake, shoot biomass and yield of the crop, but time of application affects these parameters significantly. Maximum 50 % nitrogen is released quickly from the leaves within 15 days and remaining 48-49 % gradually in 60 days. Rate of soil N mineralization; nitrogen uptake, shoot biomass and grain yield in maize are the highest in 2 WAS and lowest in 4 WAS treatment. Recovery of nitrogen from the leaves is very low ranging from 4.5 to 9.3 kg ha-1. The leaves do not produce yield in maize equal to that of equivalent urea. However, for synchronization of maximum release of N from Gliricidia leaves and it’s 

INTRODUCTION

Soil is one of the most important factors associated with the success or failure of fruit production. Orchard soil management refers to those practices in the soil that aim at getting maximum productivity/production of quality fruits within the limits of soil, water and fertility management over the years. The decision regarding the practices of orchard management should always be taken well in advance before planting of an orchard. The practices for orchard management should be executed in a timely manner during the lifetime of the orchard. An efficient orchard management system always ensures higher return to the grower. However, no single management practice can be recommended for all orchards. The management systems varies from orchard to orchard, locality to locality, soil to soil, from one set of climatic conditions to another set of climatic conditions etc. These systems also have their own merits and demerits. Thus the choice of best suitable system depends on many factors such as climate, topography, rainfall, tree spacing, planting system/ orchard design, root depth of tree, economic condition of orchardists, fertility status of soil and type of main fruit crop etc.However, it should be combined with pruning, nutrient and water management, provision for pollination, fruit thinning and disease and pest management in order to obtain desirable tree growth and vigour with the aim to promote precocity with high productivity. The objectives of an ideal soil management system should be:

Abstract

Multiflash drying (MFD) process is based on the application of multiple cycles of heatingvacuum pulse to a solid food. Heat can be provided by convection (from hot air), conduction (by contact with a hot surface), microwaves, or by a combination of these methods. Due to the moderate temperatures applied to the drying food, and the sudden decompression step (vacuum pulse), MFD processes allow obtaining crispyanddried foods with very good nutritional and sensory properties. Vacuum pulses cause food texturization, which depends on the pressure drop rate during decompression. In fact, the dried products are similar to freezedried foods, but with more open structures, which result in higher crispness. The dehydration can be performed in relatively short processing times, when compared with traditional drying processes (e.g. solar drying, airdrying, vacuum drying and freezedrying). The short process time indicates clearly that this class of drying process presents a huge potential to the production of driedandcrisp foods at industrial scale.