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nanotechnology in agriculture is a significant advancement in agricultural sciences that employs innovative nanotechnological principles to create efficient processes and products aimed at enhancing productivity while reducing environmental impact. the book by k.s. subramanian and his colleagues offers a comprehensive exploration of various nanotechnological applications including precision agriculture techniques, the synthesis of nano-materials via physical, chemical, and biological methods, and cutting-edge characterization methods such as spectroscopy and microscopy. it delves into practical applications such as nano-fertilizers, nano-herbicides, and smart delivery systems, as well as health and safety considerations related to nanoparticles. this hardback edition serves as a valuable resource for everyone involved in agriculture, from researchers to practitioners, providing essential knowledge on the strategies and benefits of nano agriculture in a rapidly evolving industry. its relevance is particularly crucial in india's agricultural transformation towards more sustainable and precise farming methodologies.
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nipa genx electronic resources & solutions
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the 'commercial crops technology' book by alice kurian & k.v. peter provides an in-depth examination of technological advancements in the cultivation of nine commercially significant crops: areca nut, cashew, cocoa, coconut, coffee, oil palm, palmyra, rubber, and tea. this hardback publication is structured into ten informative chapters. it begins with an introductory chapter that enriches readers with vital knowledge regarding plantation crop production, including its economic importance, geographical distribution, the role of soil quality, and modern integrated approaches to nutrient management and crop protection. the subsequent chapters concentrate on each of the nine crops, presenting the latest developments in crop improvement, management techniques, and post-harvest handling. special attention is given to organic farming practices, pest management, and value addition techniques necessary for enhancing crop yield and quality. the book is not only a valuable resource for individuals involved in the field of commercial agriculture but also serves as a comprehensive reference for policy makers and researchers focused on advancing agricultural technologies that boost productivity and sustainability. with bibliographic resources included for extended learning, this book is essential for anyone engaged in or studying agricultural sciences, economic botany, and the commercial sector of crop production.
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the book 'sustainable agriculture: a vision for future' by b.k. desai & b.t. pujari serves as a comprehensive guide to understanding sustainable agricultural practices, especially in the context of india and beyond. this hardback edition delves into the complexities surrounding alternative agricultural systems, providing a wealth of knowledge that has previously been scattered across various sources. the text is structured into nine meticulously organized chapters, each addressing critical facets of sustainable agriculture. the introduction outlines the scope, importance, and definitions associated with sustainable agriculture, laying the groundwork for the subsequent chapters. readers will find an in-depth examination of the history, principles, and practices related to sustainable farming, as well as critical discussions on resource conservation and environmental issues. the book also explores agroecology, good agricultural practices, and essential terminologies to enhance understanding. this book is an invaluable resource for agricultural professionals, researchers, students, and policy-makers eager to enrich their knowledge about sustainable agricultural systems and their implementation.
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precision farming in horticulture, authored by renowned experts jitendar singh, s.k. jain, l.k. dashora, and b.s. chundawat, explores cutting-edge agricultural methods designed to mitigate the adverse effects of climate variability on crop yields. this hardcover book delves into the principles of protected cultivation, an increasingly vital technique in controlled environment horticulture. as countries like china and japan continue to lead in environmental protection for crop production, the authors bring attention to india's advancements, particularly in states like karnataka and maharashtra with crops such as pepper, tomato, and cucumber. this comprehensive work integrates methodologies like genetically modified crops, micropropagation, strategic nutrient, water and pest management, organic farming, and post-harvest technologies to promote sustainable and high-yield agriculture. it is a crucial resource for researchers, agronomists, and horticulturists aiming for excellence in agricultural practices.
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the book 'organic farming and modern technology in agriculture' by amit kumar jain & jds panwar provides an in-depth analysis of organic agriculture, integrating traditional practices with modern technology. setting the stage with a historical overview, this hardback edition effectively covers the current status and future potential of organic farming. each of the eight chapters explores significant aspects of the field, including a thorough discussion on biofertilizers, ranging from granular to liquid and vermicompost. the authors delve into the role of integrated agricultural management systems which advocate for sustainable practices that lead to increased incomes for farmers. the book emphasizes agricultural technological advancements and the pivotal transformation brought about by digital technologies in agriculture. it is a vital resource serving a wide range of stakeholders, including researchers, teachers, academics, and students passionate about enhancing their knowledge in the evolving landscape of organic farming.
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the book 'new engineering technologies for modern farming' by n.s. rathore and n.l. panwar offers a comprehensive overview of innovative techniques that have transformed agriculture into a more efficient and sustainable practice. this hardback edition delves into cutting-edge engineering practices that not only boost production and profitability but also safeguard essential resources such as soil, water, and energy. covering a range of topics from protected cultivation to robotics in agriculture, this book serves as a modern guide for farmers and agricultural professionals looking to implement technological advancements to meet the challenges posed by a rising global population. with a focus on practical applications, it addresses the pressing need for sustainable farming methods that ensure food security, making it an essential read for those involved in the agricultural sector.
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the book 'modern technology in vegetable production' authored by pranab hazra, a. chattopadhyay, k. karmaka, and s. dutta offers a comprehensive framework for understanding contemporary vegetable cultivation methods. this hardback edition meticulously details the classification of various vegetable crops while elucidating essential crop management practices. readers will discover insights into seedling management, water management, plant nutrient management, pollination techniques, integrated pest management, and effective weed control strategies. furthermore, the book presents advanced production technologies for 29 notable vegetable crops, providing practitioners and scholars with relevant, actionable information. its unique feature lies in the inclusion of 190 color photographs that beautifully capture critical elements of vegetable production such as nursery management, physiological disorders, diseases, and insect pests, making it an indispensable resource for students, faculty, technical personnel, and commercial farm technicians alike.
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innovations in agriculture for a self-reliant india is a pivotal hardback that delves deep into the transformative potential of the agricultural sector in india. composing a rich compilation of 36 chapters, this book is authored by a prominent team including p.k. ghosh, prabhat kumar, debashis chakraborty, debashis mandal, and p.n. sivalingam. the book focuses on innovations across various realms such as science, technology, institutional reforms, and policy-making to realize the vision of atmanirbhar bharat. it tackles critical issues like hunger, poverty, and undernutrition while emphasizing inclusivity, sustainability, and resilience against climate change. notably, the book discusses vital areas such as the doubling of farmers' income, promoting entrepreneurship, smart agriculture practices, and strengthening value chains. an essential read for policymakers, researchers, and practitioners in agriculture, it offers insights into effective management of natural resources, disaster management, and advancing agro-biodiversity, ultimately contributing to india's agricultural self-sufficiency.
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geoinformatics applications in agriculture provides an innovative approach to addressing the challenges faced by earth sciences in the context of agricultural development. written by experts anil kumar singh and usha kiran chopra, this hardback book offers a comprehensive examination of how geoinformatics—integrating disciplines such as gis, remote sensing, gps, photogrammetry, and cartography—can streamline the chaotic distribution of datasets related to agriculture. the text emphasizes the need for accessible tools and sophisticated methodologies to enhance precision farming, environmental monitoring, and resource management. with contributions from a variety of researchers, this book serves as an essential resource for agronomists, environmental scientists, and policymakers focused on leveraging spatial data to improve agricultural productivity and environmental sustainability.
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extension of technologies: from labs to farms is a comprehensive hardback book authored by n. anandaraja, k. chandrakandan, and m. ramasubramanian, focused on improving agricultural productivity through innovative information technology solutions. this indispensable resource explores the intersection of technology and agriculture, detailing how indian farmers can leverage the latest it tools—from traditional methods to modern communication technologies—for effective knowledge transfer. the book's rich content is divided into two primary sections: fundamentals and applications, as well as techniques and implementations, offering readers a detailed framework for understanding and applying agricultural technology. with insights into proven techniques, modern communication tools, expert systems, precision farming, and more, this book serves as a pivotal guide for both public and private sectors aiming to enhance the productivity of farms across india. the editors have synthesized extensive research, making it an essential reference for policymakers, agricultural researchers, and stakeholders in the agricultural sector who are committed to adopting technology for sustainable growth and development.
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the book 'green agriculture: newer technologies' by kambaska kumar behera serves as an essential resource for farmers, agricultural scientists, and environmentalists committed to sustainable practices in agriculture. it encapsulates 18 chapters detailing innovative, sustainable agricultural practices and technologies developed by renowned scientists, aimed at addressing pressing challenges like climate change, drought, and soil degradation. the focus is on integrating modern techniques with eco-friendly approaches that not only boost agricultural productivity but also ensure environmental safety. this comprehensive guide helps farmers transition towards sustainable farming methods that preserve natural resources while enhancing crop yield and resilience against climate threats.
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the book 'modern technologies for sustainable agriculture' authored by sunil kumar and birendra prasad provides an exhaustive insight into the application of innovative technologies in promoting sustainable agricultural practices. it highlights the significance of biotechnology in enhancing crop selection and achieving agricultural resilience in the face of climate change. the book discusses critical themes such as soil fertility management, the role of microbial inoculation through endophytic bacteria, seed enhancement technologies, nursery raising techniques, effective pest and disease management strategies specifically in mango cultivation, as well as the integration of sustainable systems like horti-silvi-pastoral practices for better land use. the inclusion of biofertilizers, green manuring, and plant growth-promoting rhizobacteria presents a holistic approach to enhancing soil health and crop yields. this reference is not just a theoretical exploration but serves as a practical guide for agricultural professionals seeking to implement sustainable methods and improve productivity responsibly, making it an essential addition to the libraries of researchers, practitioners, and policymakers dedicated to sustainable agriculture.
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the book 'towards a sustainable agriculture: an intervention tool for eco-friendly approach in modern era', authored by rameshwar dass gupta, s.k. gupta, and anil mahajan, serves as a comprehensive guide for sustainable agricultural practices that address the environmental concerns of contemporary farming. this hardback edition covers a multitude of essential topics including the foundations of sustainable agriculture, soil tillage, watershed management, organic farming techniques, integrated nutrient management, the significance of biofertilizers, and the benefits of vermicomposting. readers will learn about innovative natural pest control methods, the invaluable contributions of rural women, and the principles of agroforestry. moreover, it discusses the management of wastelands and alternative strategies for enhancing the productivity of jhum cultivation, with specific attention to the role of micronutrients in sustaining agricultural outputs. this resource is intended for scientists, extension personnel, educators, and students who are researching sustainable agricultural production, reinforcing its position as an indispensable tool for promoting eco-friendly practices in modern agriculture.
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crop production technology (rabi crops) is an invaluable resource tailored specifically for agriculture students and professionals seeking to enhance their knowledge on the cultivation and management of rabi crops. this meticulously crafted book addresses the essential practices for optimal crop yield during the rabi season in a user-friendly manner, making it accessible to learners at all levels. written by renowned authors m. mohamed amanullah, k. rajendran, and s. marimuthu, the publication aligns with the syllabus provided by the indian council of agricultural research (icar), ensuring that its content meets the educational requirements of numerous state agricultural universities. topics include detailed insights on several rabi crops, practical tips on soil management, irrigation methods, pest and disease control, and harvesting techniques. the book also explores sustainable agricultural practices, making it a vital tool for modern farming practices that prioritize environmental health along with economic viability. by covering in-depth content on specific crops such as wheat, barley, chickpea, lentil, and more, it serves as a comprehensive guide for both theoretical understanding and practical application, ultimately aiming to boost agricultural productivity during the rabi season.
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the book 'crop production technology: kharif crops' is a comprehensive guide curated by m. mohamed amanullah, k. rajendran, and s. marimuthu, specifically designed to simplify the complexities of agricultural literature. this hardback publication is tailored to the syllabus of the indian council of agricultural research (icar), making it an essential resource for students and educators at state agricultural universities. the straightforward language ensures that readers grasp critical concepts surrounding major kharif crops, including cereals, pulses, and oilseeds. the book covers various aspects such as economic importance, geographic distribution, soil and climate requirements, cultural practices, and yield for each crop. focusing on both traditional and modern techniques, such as sri and hybrid rice cultivation, it addresses the agronomic needs for successful crop production. enhanced with practical approaches and economic benefits, this book is poised to support those in the agricultural field to enhance their knowledge and practices effectively.
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the book 'robotics in agriculture' authored by rajesh singh, anita gehlot, mahendra swain, and nitish katal is a comprehensive resource dedicated to exploring the transformative role of robotics within the agricultural sector. this hardback edition provides an in-depth examination tailored for industry professionals, researchers, and anyone interested in leveraging cutting-edge technology to enhance agricultural productivity and efficiency. structured into fifteen meticulously crafted chapters, the book delves into various applications of robotics, from nursery planting to autonomous tractors and harvesting. each chapter is filled with relatable examples, ensuring a robust understanding of concepts and practices. readers will gain insight into the integration of the internet of things (iot) with robotics, understanding how sensors, actuators, and communication technologies work together to revolutionize farming processes. designed for both beginners and experienced agriculturalists, 'robotics in agriculture' lays down the foundational principles of robotics while exploring the specific contexts in which these innovations can be best applied, making it an invaluable addition to the library of anyone wishing to enhance their agricultural practices through technological advancements.
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the 'precision farming and protected cultivation' book, authored by brahma singh, serves as a comprehensive guide tailored for both students and educators in the agricultural sector. this hardback volume demystifies key concepts in precision farming and greenhouse technology, making complex topics more approachable through clear language and practical explanations. the book is divided into two main parts: the first focusing on precision farming techniques, including laser land leveling, soil management, pest control, and precision agriculture practices specifically relevant to india. the second part dives into protected cultivation, offering insights into greenhouse technology, design, crop selection, and the economic aspects of greenhouse farming. ideal for academic pursuits as well as practical application in agricultural practice, this book stands out as a vital resource for anyone involved with farming and cultivation today.
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the book 'plant growth responses for smart agriculture prospects and applications,' authored by t. girija, nandini k., and parvathi m.s., presents an in-depth exploration of the intricate mechanisms that govern plant growth and development. in this hardback volume, the authors delve into groundbreaking advancements in plant physiology that have emerged over the past decade, driven by state-of-the-art technologies such as recombinant dna techniques, omics approaches, and advanced phenotyping platforms. this publication serves as a comprehensive resource for researchers, agronomists, and practitioners interested in sustainable agriculture, providing insights into lesser-known signals affecting plant growth. it emphasizes the importance of understanding plant physiological processes as a foundation for crop improvement, production, and protection. importantly, this work advocates for eco-friendly methodologies to enhance crop yields and harness nature's capabilities for better agricultural practices. key topics covered in this book include phenotypic plasticity, plant acoustic responses, spectral manipulation, geomagnetic responses, electricity generation from living plants, plant architectural evolution, and a revolutionary outlook on plant neurobiology.
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cutting edge technology for agricultural sustainability is a hardback publication that compiles extensive research and advancements in sustainable agricultural practices across 33 comprehensive chapters. authored by various distinguished experts, the book delves into essential subjects such as water resource management, irrigation strategies, soil health, sustainability approaches, and innovative crop management techniques. it serves as an essential guide for researchers, policymakers, and agricultural professionals seeking to enhance productivity while preserving environmental integrity. the insights encapsulated in this publication are not only timely but instrumental in shaping future practices in agriculture, focusing on efficiency in resource use, technology integration, and sustainable development.
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the book 'ict & its applications in agriculture' written by golla ravi, md. mubeena, apoorva veldandi, and pallavi shaktawat provides a comprehensive exploration of how information and communication technology (ict) has radically transformed the agricultural landscape in india. with a mix of research, case studies, and real-world applications, the authors present an in-depth analysis of ict technologies that are optimizing farming practices and enhancing management efficiency. this hardback edition covers various innovative methods such as mobile applications, e-governance, and artificial intelligence, demonstrating their roles in empowering farmers and promoting sustainable agricultural practices. the book serves as both a resource for academic study and a practical guide for professionals in the agricultural sector. from cyber extension programs to the use of social media in farming, this publication highlights significant ict project initiatives that are essential in the evolving agricultural sector.
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the book 'information technology for agriculture' crafted by renowned authors prashant s. bodake, srinivasan iyengar, and atul g. mohod, offers a comprehensive insight into the intertwining of technology and agriculture. it is meticulously divided into seven chapters, each focusing on pivotal concepts essential for modern agricultural practices. the book starts with an overarching introduction to the significance of information technology across various sectors, specifically agriculture. it delves into e-agriculture, emphasizing community involvement, followed by a thorough exploration of sustainable agricultural practices. a notable case study on easykrishi showcases practical applications of it in the agricultural sphere. advanced technological tools are examined next, including discussions on the internet of things (iot) and their transformative impact on farming. finally, the book discusses the advantages of cloud computing within agriculture, illuminating the path towards smart farming through software as a service (saas). this resource serves as an invaluable guide for scholars, agricultural professionals, and anyone keen on harnessing technology for enhanced agricultural productivity and sustainability.
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this hardback volume titled 'fundamentals in agriculture technology' is authored by prashant s. bodake, srinivasan iyengar, and santosh v. sawardekar, and compiled by chintan oza and yogesh naik. the book intricately investigates transformative components of agricultural technology—specifically blockchain and drones. focusing on blockchain technology, the book explains its potential to revolutionize the agri-food supply chain, emphasizing its promise for sustainable and efficient agricultural practices. the second section thoroughly addresses the deployment of drones, detailing essential considerations and showcasing real-life applications that exemplify their effectiveness in modern farming. it also discusses challenges in drone utilization and offers strategic solutions for overcoming these hurdles. furthermore, the work incorporates timeless insights from kautilya's arthashastra, enriching the understanding and application of leadership principles in the context of agricultural technology.
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climate smart agriculture and food security is an essential hardback guide authored by bidyadhar maharana and ballav chandra nayak. this detailed resource explores the fundamental principles of weather and climate, their effects on agricultural productivity, and the pressing challenges that climate change poses to global food security. spanning eleven comprehensive chapters, the book discusses effective climate smart strategies for agriculture, adaptation and mitigation approaches, and the implementation of climate-resilient practices. readers will find profound insights into the interplay of climate parameters and agricultural output, particularly within the context of india and odisha. the book is written with clarity, ensuring that students, researchers, policy-makers, and field officers can benefit immensely from the latest research findings and practical recommendations on sustainable agricultural practices. whether you are seeking to understand the basics of climate smart agriculture or looking for advanced strategies for implementation, this book provides a solid foundation for addressing the contemporary dilemmas of food security amid climate change.
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geoinformatics, precision farming & nanotechnology is a comprehensive hardback volume authored by manpreet kour, vikas sharma, and harsimran singh bindra, designed to introduce readers to advanced climate-smart agricultural practices. this book delves into the integration of modern technologies in agriculture, focusing on how geoinformatics, precision farming, and innovative nanotechnology contribute to optimizing agricultural productivity while minimizing environmental impacts. with detailed insights into the functionalities of geographic information systems (gis), global positioning systems (gps), and remote sensing, the text guides beginners through the processes of data collection and analysis essential for effective agricultural practices. the book covers essential topics like precision agriculture, site-specific nutrient management, and the utilization of nanotechnology in fertilizers and pesticides, presenting practical applications through the development of high-resolution images and spectral sensors. this title stands as an invaluable resource for anyone keen to understand the future of sustainable agriculture in the face of diminishing resources, offering methodologies that promote efficiency and environmental stewardship in farming techniques.
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the book 'bioinformatics in agriculture and allied sectors: methods and applications' by p.n. jagadev and sashikala beura serves as an invaluable resource for professionals in the field of agricultural biotechnology, bioinformatics, computer science, and applied statistics. this hardback covers a wide range of topics, providing a detailed discussion on various bioinformatics tools and their applications across multiple domains such as agriculture, aquaculture, and molecular biology. the text encompasses vital areas including protein structure prediction, gene expression analysis, systems biology, and the development of databases and tools relevant to bioinformatics. the book emphasizes innovative methods, from artificial neural networks for predicting amino acid levels to molecular modeling techniques, making it a comprehensive guide for advancing knowledge and practices within these sectors. scholars and practitioners will find insights into the application of bioinformatics in enhancing agricultural productivity, addressing environmental challenges, and improving biotic stress resistance in plants. this book equips readers with both theoretical foundations and practical insights necessary for navigating the evolving landscape of bioinformatics in agriculture and allied fields.
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artificial intelligence in agriculture is a groundbreaking hardback book authored by rajesh singh, anita gehlot, mahesh kumar prajapat, and bhupendra singh. this comprehensive resource is tailored for individuals looking to explore the transformative potential of artificial intelligence (ai) in the agricultural sector. the book adopts a practical, hands-on approach to demystifying core ai concepts, including machine learning, deep learning, computer vision, and expert systems, supplemented with real-world examples for enhanced comprehension. with an introduction to python programming, this resource is especially suitable for readers who may lack prior programming experience. the content is meticulously organized into two parts: the first part lays the foundational knowledge of ai in agriculture, detailing its various branches and applications. the second part delves into the implementation of algorithms, guiding readers through the application of various ai libraries to develop insightful and practical projects. by the end of the book, readers will not only grasp the essential branches of ai applicable to agriculture but also acquire practical skills to tackle real-world agricultural issues, such as crop health prediction, field surveillance, and plant species recognition. this book is an essential resource for farmers, agricultural technologists, researchers, and anyone interested in the intersection of ai and agriculture.
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agro-informatics: concepts, methodologies, and practices is a comprehensive hardback by g. vanitha and m. kalpana that explores the transformative role of information technology in the agricultural sector. the book meticulously covers a broad range of topics integral to agro-informatics, including artificial intelligence, artificial neural networks, decision support systems, expert systems, and geographic information systems. with a focus on practical applications, it aims to facilitate effective management and analysis of agricultural data, making it an essential resource for students and researchers alike. the text is organized into 15 informative chapters, each designed to provide foundational knowledge and in-depth insights into modern agricultural informatics, aligning with the evolving needs of undergraduate curricula in agricultural sciences. this book is an invaluable addition to the library of any university offering courses on agro-informatics.
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the book 'agro-climatology: advances and challenges,' co-authored by t.n. balasubramaniam, r. jagannathan, and v. geethalakshmi, is an essential resource for professionals and academics in the field of agricultural meteorology and climatology. this hardback edition showcases a modern perspective that prioritizes practical applications over mere theoretical discussions, reflecting the evolving needs of the agricultural sector. the foundation is laid with the concept of being 'weather wise,' a slogan that underscores the vital role of weather and climate in the holistic development of human society and ecosystems. spanning ten comprehensive chapters, the book delves into critical topics such as crop-weather interactions, agro-climatic analysis, micrometeorology, and the importance of accurate weather forecasting and advisories. unique insights into remote sensing technologies, climate change implications, and their impacts on livestock management highlight the book's relevance in navigating current agricultural challenges. overall, this publication serves as a pivotal resource for those seeking to augment their understanding of the intersection between agriculture and climate, paving the way for more informed decision-making in farming practices.
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the book 'agriculture bioinformatics' by r. keshavachandran and s. raji radhakrishnan presents a groundbreaking integration of bioinformatics with practical applications in agriculture and horticulture. it offers a comprehensive exploration of how biotechnological tools complement traditional agricultural practices to enhance crop production and productivity. covering 17 insightful chapters, this hardback provides a detailed analysis of various bioinformatics techniques, including genomics, proteomics, metabolomics, and cheminformatics. readers will discover how bioinformatics transforms agriculture into an information-driven science, offering solutions to contemporary agricultural challenges. key topics include the identification of natural pest-repelling compounds and the application of sophisticated computational methods in plant genomic studies. packed with expert contributions, this book is an invaluable resource for researchers, practitioners, and students in the fields of agricultural science and biotechnology.
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agricultural nanotechnology: basics and practicals is an essential resource for students and professionals in the field of agricultural science. this hardback book authored by nintu mandal, abir dey, anupam das, and vinay kumar explores both the theoretical foundations and practical applications of nanotechnology in agriculture. the book includes a comprehensive introduction to the history of nanotechnology, key concepts, and definitions, elucidating various types of nanomaterials and their unique properties. it dives deep into methods of nanomaterial synthesis including physical, chemical, and biological techniques, highlighting case studies like the synthesis of iron (iii) oxide nanoparticles and green synthesis of silver nanoparticles. additionally, characterization methods such as microscopic and spectroscopic analysis are detailed, making this publication an invaluable tool for students of horticulture, veterinary, animal science, and fisheries.
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the book 'advances in protected cultivation' is a pioneering hardback that addresses the urgent need for scholarly literature on protected cultivation in india, an essential area of agriculture facing challenges from changing environmental conditions and dwindling land and water resources. authored by respected experts brahma singh, balraj singh, naved sabir, and murtaza hansan, this comprehensive guide encompasses advanced design, construction, and maintenance techniques of protected structures while also delving into innovative production methodologies. it includes significant contributions from esteemed institutions like dihar-drdo, icar, ciae, ciphet, cpct, iivr, cazri, and various agricultural universities, ensuring reliable content. chapters cover crucial topics such as climate control, greenhouse design, fertigation systems, nursery practices, and integrated pest management, making it an invaluable resource for researchers, agriculturalists, and policymakers.
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