Reshaping Environmental Science Through Machine Learning and IoT

Reshaping Environmental Science Through Machine Learning and IoT

Author: Gupta, Rajeev Kumar

Publisher: IGI Global

Published: 2024-05-06

Total Pages: 459

ISBN-13:

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In the face of escalating environmental challenges such as climate change, air and water pollution, and natural disasters, traditional approaches to understanding and addressing these issues have yet to be proven sufficient. Academic scholars are compelled to seek innovative solutions that marry digital intelligence and natural ecosystems. Reshaping Environmental Science Through Machine Learning and IoT serves as a comprehensive exploration into the transformative potential of Machine Learning (ML) and the Internet of Things (IoT) to address critical environmental challenges. The book establishes a robust foundation in ML and IoT, explaining their relevance to environmental science. As the narrative unfolds, it delves into diverse applications, providing theoretical insights alongside practical knowledge. From interpreting weather patterns to predicting air and water quality, the book navigates through the intricate web of environmental complexities. Notably, it unveils approaches to disaster management, waste sorting, and climate change monitoring, showcasing the symbiotic relationship between digital intelligence and natural ecosystems. This book is ideal for audiences from students and researchers to data scientists and disaster management professionals with a nuanced understanding of IoT, ML, and Artificial Intelligence (AI).


Global Challenges for the Environment and Climate Change

Global Challenges for the Environment and Climate Change

Author: Idris, Sofia

Publisher: IGI Global

Published: 2024-07-22

Total Pages: 510

ISBN-13:

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Rampant deforestation, rising carbon emissions, and more unprecedented threats are creating chaos and turmoil for the environment. The delicate balance between nature and humanity seems to waver on the brink of collapse. Climate change exacerbates standard occurrences of natural disasters, and endangers countless species. Amid these daunting challenges, the need for comprehensive research and actionable solutions has never been greater. Global Challenges for the Environment and Climate Change draws upon the latest research and empirical findings, and offers a roadmap for navigating the complexities of our interconnected world. Exploring topics such as climate change, sustainable consumption, and global governance equips readers with the knowledge and insights needed to effect meaningful change.


Sensors for Environmental Monitoring, Identification, and Assessment

Sensors for Environmental Monitoring, Identification, and Assessment

Author: Wani, Khursheed Ahmad

Publisher: IGI Global

Published: 2024-05-23

Total Pages: 508

ISBN-13:

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In our world today, the pervasive threat of air, water, and soil contaminants has reached unprecedented levels, pushing ecosystems to the brink and causing harm to individuals worldwide. Despite numerous attempts by scholars to mitigate this crisis, we find ourselves in the infancy of understanding and combatting these pollutants. The lack of awareness among researchers regarding the types and extent of damage caused by contaminants further exacerbates the problem. This environmental dilemma calls for a transformative solution that not only identifies pollutants but also guides sustainable efforts to cleanse our vital ecosystems. Sensors for Environmental Monitoring, Identification, and Assessment is a groundbreaking book designed to revolutionize environmental research and provide a roadmap for tackling pollution head-on. This comprehensive guide is poised to make a significant impact on scholars, environmentalists, planners, researchers, industrialists, and academics globally. By delving into the diverse realms of environmental sensors, the book equips readers with the knowledge and tools necessary to identify pollutants in varied ecosystems and adopt sustainable approaches for cleanup. Its recommended topics cover critical areas such as indoor pollution, noise pollution, advancements in sensor technology, and the detection of pollutants in soil, water, air, and oceans.


Sensory Science Applications for Food Production

Sensory Science Applications for Food Production

Author: Mehra, Rahul

Publisher: IGI Global

Published: 2024-07-17

Total Pages: 403

ISBN-13:

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Despite the critical role of sensory science in ensuring food quality and safety, there needs to be more comprehensive educational resources that cover the breadth and depth of this field. Current literature often focuses on isolated aspects, leaving scholars and practitioners needing a unified reference for understanding the complex interplay of sensory organs, evaluation techniques, and technological advancements. This gap hinders the development of skilled sensory panelists and restricts innovation in food product development and quality control. Sensory Science Applications for Food Production bridges this gap by offering a comprehensive and cohesive overview of sensory science. Through its meticulously crafted chapters, the book thoroughly explores sensory organs, including Gustation, Olfaction, Vision, Sense of touch, and Auditory Perception. It elucidates the mechanisms behind sensory perception, examines abnormalities, and discusses factors influencing perception, all crucial for training proficient sensory panelists. The book also delves into advanced sensory evaluation techniques, including their application in developing innovative food products, addressing the need for up-to-date knowledge in the field.


Ecological Aspects of Soil and Land Preservation

Ecological Aspects of Soil and Land Preservation

Author: Pasko, Olga Anatolievna

Publisher: IGI Global

Published: 2024-07-16

Total Pages: 466

ISBN-13:

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Agricultural lands worldwide are deteriorating, becoming acidic and losing essential humus content. This impacts global food quality and nutrition. Causes include extreme natural events and harmful human activities like deforestation. The consequences are stark—shrinking agricultural land, reduced fertility, lower crop yields, and increased costs. Developing nations face food shortages, population decline, and shortened life expectancy. The urgency demands international cooperation, legislation, and technological advancements. Ecological Aspects of Soil and Land Preservation delves into this critical issue, emphasizing the need for collective action and sustainable solutions. Ecological Aspects of Soil and Land Preservation serves as a resource for scholars, students, and professionals committed to addressing the crisis. This book collects, summarizes, and analyzes the latest information on agricultural land and forest degradation. Beyond that, it introduces groundbreaking hypotheses, theories, and solutions, enriching the scientific community's understanding. The objective is clear: to be an informative resource that not only sheds light on the problem but also catalyzes actionable solutions.


Optimization Techniques for Hybrid Power Systems: Renewable Energy, Electric Vehicles, and Smart Grid

Optimization Techniques for Hybrid Power Systems: Renewable Energy, Electric Vehicles, and Smart Grid

Author: Hazra, Sunanda

Publisher: IGI Global

Published: 2024-07-17

Total Pages: 520

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Optimization Techniques for Hybrid Power Systems: Renewable Energy, Electric Vehicles, and Smart Grid is a comprehensive guide that delves into the intricate world of renewable energy integration and its impact on electrical systems. With the current global energy crisis and the urgent need to address climate change, this book explores the latest advancements and research surrounding optimization techniques in the realm of renewable energy. This book has a focus on nature-inspired and meta-heuristic optimization methods, and it demonstrates how these techniques have revolutionized renewable energy problem-solving and their application in real-world scenarios. It examines the challenges and opportunities in achieving a larger utilization of renewable energy sources to reduce carbon emissions and air pollutants while meeting renewable portfolio standards and enhancing energy efficiency. This book serves as a valuable resource for researchers, academicians, industry delegates, scientists, and final-year master's degree students. It covers a wide range of topics, including novel power generation technology, advanced energy conversion systems, low-carbon technology in power generation and smart grids, AI-based control strategies, data analytics, electrified transportation infrastructure, and grid-interactive building infrastructure.


Impact of Women in Food and Agricultural Development

Impact of Women in Food and Agricultural Development

Author: Sadiq, Sanusi Mohammed

Publisher: IGI Global

Published: 2024-08-09

Total Pages: 526

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In the field of global agricultural development, the unequal recognition and acknowledgment of women's indispensable role in shaping the sector has become a pressing concern. While women have long been the backbone of agricultural progress, their multifaceted contributions often remain overlooked, hindering the pursuit of sustainable and equitable solutions in an ever-evolving world. As we confront the pressing need for inclusivity and resilience in agriculture, it becomes important to examine and celebrate the transformative influence of women. Impact of Women in Food and Agricultural Development serves as an illuminating exploration, delving into the uncharted roles that women play, from tilling the soil to navigating complex supply chains, and championing sustainable practices. It is a compelling response to the urgent call for recognizing and addressing the challenges faced by women in this crucial sector. Impact of Women in Food and Agricultural Development endeavors to shed light on the challenges women face, the triumphs they achieve, and the profound changes they instigate within the agricultural sector. Drawing on a rich tapestry of stories, data, and expert insights, this book seeks to provide a deep understanding of how women contribute to and are impacted by global agricultural development. As we navigate an era marked by climate uncertainties, technological advancements, and the urgent need for sustainable practices, understanding the dynamic role of women in agriculture is not just an academic pursuit but a crucial step towards building a more resilient and equitable future. Through the lens of this book, we embark on a journey that illuminates the untold stories of women who, against various odds, have become catalysts for change, shaping the present and future of food and agricultural development.


Nanotechnology Applications and Innovations for Improved Soil Health

Nanotechnology Applications and Innovations for Improved Soil Health

Author: Rajput, Vishnu D.

Publisher: IGI Global

Published: 2024-07-12

Total Pages: 535

ISBN-13:

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Traditional agricultural practices face escalating environmental challenges and struggle to meet global food demands while ensuring soil health and sustainability. Soil degradation, exacerbated by factors like industrialization and urbanization, significantly threatens crop productivity and food security. Conventional remediation methods often need to be revised, requiring innovative approaches to restore soil health and fertility. Nanotechnology Applications and Innovations for Improved Soil Health presents a groundbreaking solution to this pressing issue, offering a comprehensive guide to leveraging nanotechnology for sustainable agriculture. This pioneering book explores the transformative potential of nanomaterials in enhancing soil quality and crop production. By harnessing the unique properties of nanomaterials, such as their high surface area and reactivity, researchers and practitioners can develop novel strategies to address soil degradation and improve nutrient availability. By systematically examining nanotechnology's role in soil health, this book equips readers with the knowledge and tools needed to revolutionize agricultural practices and ensure food security for future generations.


Biodiversity Loss Assessment for Ecosystem Protection

Biodiversity Loss Assessment for Ecosystem Protection

Author: Rathoure, Ashok Kumar

Publisher: IGI Global

Published: 2024-05-29

Total Pages: 353

ISBN-13:

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In an era defined by relentless human activities and rapid ecological transformations, the world faces an escalating crisis – the precipitous loss of biodiversity. As we grapple with the consequences of industrialization, urbanization, and unchecked developmental pursuits, the very fabric of life on Earth is unraveling. Biodiversity, encompassing the myriad species, their genetic variations, and the intricate interplay within ecosystems, is diminishing at an unprecedented pace. This decline, termed biodiversity loss, extends beyond a mere statistical measure; it reflects the unraveling of the intricate tapestry that sustains life on our planet. In the face of climate change, pollution, habitat loss, overexploitation of species, and the invasion of non-native species, the urgency to address biodiversity loss has never been more critical. It is against this backdrop that this book emerges, titled Biodiversity Loss Assessment for Ecosystem Protection. This groundbreaking work not only unveils the theoretical frameworks surrounding biodiversity conservation but also presents the latest empirical research findings, making it an indispensable tool for professionals across diverse disciplines. From stress on biodiversity and impact assessment to innovative approaches for studying terrestrial, aquatic, and marine components, each chapter provides a deep dive into specific facets of biodiversity loss. The objective is clear: to equip scholars with the knowledge they need to contribute meaningfully to the preservation of our planet's rich biological heritage.