Tackle the complex challenges faced while building end-to-end deep learning models using modern R librariesKey FeaturesUnderstand the intricacies of R deep learning packages to perform a range of deep learning tasksImplement deep learning techniques and algorithms for real-world use casesExplore various state-of-the-art techniques for fine-tuning neural network modelsBook DescriptionDeep learning (DL) has evolved in recent ye...

Plant diseases where two or more pathogens are involved in the infection process are commonly termed as "complex", and their diagnosis and subsequent control become more complicated and challenging. A disease complex is produced through synergistic interaction between pathogens, such as plant nematodes and soil-borne fungi or bacteria. Disease complexes which result from the interaction between nematodes and other pathogens are found on a range of agricultural crops globally, and cause gre...

Nanotechnology and Plant Disease Management explores the intersection of nanotechnology and agriculture. This book serves as a comprehensive exploration of the current state and future potential of nanoparticles in revolutionizing plant disease management within the realm of agriculture. This book elucidates the synthesis, characterization and judicious application of nanoparticles, providing a clear and accessible explanation of what nanomaterials are, how they are characterized,...

Modern Iran since 1797offers a comprehensive analysis of political, social and economic developments in Iran since the end of the eighteenth century. Spanning two centuries, the book provides historical context for Iran’s international relationships and its internal struggle to reconcile itself and its traditions with the modern world.The book presents an overview of this crucial period in Iran’s history, its emergence from the political turmoil of the eighteenth century t...

Mycorrhiza in agroecosystem restoration is a groundbreaking book that sheds light on the critical role of mycorrhiza in restoring agroecosystems. This book comprehensively overviews the latest research findings, methodologies, and techniques for mycorrhizal management in agricultural systems. It serves as an essential guide for researchers, professionals, and students interested in understanding the importance of mycorrhizae in agroecosystem restoration.The book covers a broad rang...

The accumulation of large amounts of contaminants occurs in the environment due to industrialization and various other anthropogenic activities. Contaminants ultimately affect human health worldwide. Organic, inorganic, and radioactive substances are the prevalent forms of environmental contaminants and their complete remediation in soils and sediments is rather a difficult task. Concerns of their toxicities led to the emphasis on development of effective techniques to assess the presence ...

Hazardous and Trace Materials in Soil and Plants: Sources, Effects and Management explores the latest advancements in reducing, avoiding and eliminating soil contaminants that challenge the health and safety of agricultural plants. With a focus on minimizing the production of those hazardous substances, controlling their distribution and ensuring safe utilization, the book explores each contributing area and provides insights toward improved, sustainable and secure production. This is an e...

This volume ‘Agrochemicals in Soil and Environment: Impacts and Remediation’ is a comprehensive collection of important literature on agrochemical contamination. The main focus of this book is to point out undesirable changes in biological, physical and chemical characteristics of agricultural soils and its impacts on global agricultural crop productivity. Soil is one of the important resources of basic needs for our sustenance but due to various anthropogenic activities like urbanization ...

Microbiomes and Plant Health: Panoply and Their Applications includes the most recent advances in phytobiome research. The book emphasizes the use of modern molecular tools such as smart delivery systems for microbiol inoculation, next-generation sequencing, and genome mapping. Chapters discuss a variety of applications and examples, including the sugarcane microbiome, rhizoengineering, nutrient recycling, sustainable agricultural practices and bio-potential of herbal medicinal plants. Wri...

The book illustratesthe use of putative microbial agents which provide good protection to the plant from biotic pathogens attack. An up to date knowledge on plant-microbiome interaction strategies in terms of improved sustainability has been discussed. Information from experts across the globe on the application of microbes for providing amicable solution in sustainable agriculture has been gathered. In addition, information related to microbes mediated resistance levels leading to enhance...

This comprehensive volume covers recent studies into agricultural problems caused by soil and water contamination. Considering the importance of agricultural crops to human health, the editors have focused on chapters detailing the negative impact of heavy metals, excessive chemical fertilizer use, nutrients, pesticides, herbicides, insecticides, agricultural wastes and toxic pollutants, among others, on agricultural soil and crops. In addition, the chapters offer solutions to these negati...

This book illustrates the currently available strategies for managing phytonematodes. It discusses the latest findings on plant-pathogen-microbiome interactions and their impacts on ecosystems, and provides extensive information on the application of microorganisms in the sustainable management of phytonematodes. This is followed by an in-depth discussion of the application of potential strains of biocontrol fungi, endophytes and actinomycetes to enhance plants’ ability to fend off phytone...