Quoc Bao Pham – författare

Feeding a growing global population with a changing climate, shrinking arable land, and increasingly strained water resources is a challenge with no single solution. Machine Learning and AI Technology in Agricultural Applications recasts agriculture as fundamentally a problem of data acquisition, integration, and analysis. Drawing on concrete methods and case studies, the book shows how advanced technologies turn scattered sensor readings, satellite imagery, and field records into decision-making tools that enable more precise, more resilient, and more sustainable farming practices.The chapters cover the full agricultural cycle: crop and weather indicators feeding models that predict yield before harvest; satellites and drones replacing manual field-monitoring surveys across the growing season; and image-based algorithms supporting targeted interventions, from detecting a diseased plant to directing a sprayer to apply treatment only where it is required. The same reliance on remote sensing and predictive modeling carries into aquaculture and water management, where artificial intelligence (AI) and machine learning (ML) are used to estimate groundwater recharge, track fish growth, and monitor water quality. A dedicated set of chapters also examines the economic dimensions of this shift, assessing the viability, market impact, and costs of adopting these innovations, and clarifying where they are most likely to reshape how these sectors operate.Together, these technical perspectives make the book a valuable resource for students building a foundation in this field, as well as for researchers and practitioners looking to apply its findings and insights to their own work.Bridges theory and practice by distilling complex analytical approaches into practical, implementation-ready workflows.Surveys established ML models - such as random forests, support vector machines, and decision trees - alongside newer deep learning architectures, helping readers match the right tool to the task at hand.Demonstrates the value of real- or near-real-time monitoring, from continuous field analytics to automated control systems that respond to conditions as they change.

As climate change accelerates, so does the urgency to understand and address its unequal impacts. This book explores the uneven impacts of climate change and how it affects the lives and livelihoods of climate-disadvantaged communities by highlighting the specific challenges they face, such as heatwaves, droughts, flooding, health issues, and economic losses. It explains why vulnerable populations are more at risk due to factors such as lack of infrastructure, poverty, and limited access to resources. This book offers insights on conceptual frameworks to help vulnerable communities adapt and become more resilient to climate impacts. Real-life examples with challenges and actionable suggestions aim to inform policymakers and the public about the urgent need for targeted initiatives.Features: Provides a comprehensive examination of how marginalized groups, from indigenous populations in the Niyamgiri Hills to urban slum dwellers in Asia, are disproportionately affected by climate change and what can be done to mitigate these impacts. Includes practical examples from different countries to help understand the intersection between climate change and social inequality. Utilizes advanced technologies and provides cutting-edge tools such as geospatial maps and diagrams for modelling climate threats and predicting climate-related challenges. Provides a roadmap for more resilient and inclusive future strategies. Highlights interdisciplinary discussions and contributions by various stakeholders to reach different audiences and offer regional problem-solving opportunities. This book serves as a valuable resource for a wide audience, including climate scientists, geographers, ecologists, geologists, urban planners, environmentalists, research scholars, and policymakers engaged in the fields of environmental management, climate justice, and sustainable development. By featuring the voices and experiences of disadvantaged communities, this book contributes meaningfully to the ongoing debates of climate justice, sustainable development, and equitable adaptation pathways.

As climate change accelerates, so does the urgency to understand and address its unequal impacts. This book explores the uneven impacts of climate change and how it affects the lives and livelihoods of climate-disadvantaged communities by highlighting the specific challenges they face, such as heatwaves, droughts, flooding, health issues, and economic losses. It explains why vulnerable populations are more at risk due to factors such as lack of infrastructure, poverty, and limited access to resources. This book offers insights on conceptual frameworks to help vulnerable communities adapt and become more resilient to climate impacts. Real-life examples with challenges and actionable suggestions aim to inform policymakers and the public about the urgent need for targeted initiatives.Features: Provides a comprehensive examination of how marginalized groups, from indigenous populations in the Niyamgiri Hills to urban slum dwellers in Asia, are disproportionately affected by climate change and what can be done to mitigate these impacts. Includes practical examples from different countries to help understand the intersection between climate change and social inequality. Utilizes advanced technologies and provides cutting-edge tools such as geospatial maps and diagrams for modelling climate threats and predicting climate-related challenges. Provides a roadmap for more resilient and inclusive future strategies. Highlights interdisciplinary discussions and contributions by various stakeholders to reach different audiences and offer regional problem-solving opportunities. This book serves as a valuable resource for a wide audience, including climate scientists, geographers, ecologists, geologists, urban planners, environmentalists, research scholars, and policymakers engaged in the fields of environmental management, climate justice, and sustainable development. By featuring the voices and experiences of disadvantaged communities, this book contributes meaningfully to the ongoing debates of climate justice, sustainable development, and equitable adaptation pathways.

As climate change accelerates, so does the urgency to understand and address its unequal impacts. This book explores the uneven impacts of climate change and how it affects the lives and livelihoods of climate-disadvantaged communities by highlighting the specific challenges they face, such as heatwaves, droughts, flooding, health issues, and economic losses. It explains why vulnerable populations are more at risk due to factors such as lack of infrastructure, poverty, and limited access to resources. This book offers insights on conceptual frameworks to help vulnerable communities adapt and become more resilient to climate impacts. Real-life examples with challenges and actionable suggestions aim to inform policymakers and the public about the urgent need for targeted initiatives.Features:Provides a comprehensive examination of how marginalized groups, from indigenous populations in the Niyamgiri Hills to urban slum dwellers in Asia, are disproportionately affected by climate change and what can be done to mitigate these impacts.Includes practical examples from different countries to help understand the intersection between climate change and social inequality.Utilizes advanced technologies and provides cutting-edge tools such as geospatial maps and diagrams for modelling climate threats and predicting climate-related challenges.Provides a roadmap for more resilient and inclusive future strategies.Highlights interdisciplinary discussions and contributions by various stakeholders to reach different audiences and offer regional problem-solving opportunities.This book serves as a valuable resource for a wide audience, including climate scientists, geographers, ecologists, geologists, urban planners, environmentalists, research scholars, and policymakers engaged in the fields of environmental management, climate justice, and sustainable development. By featuring the voices and experiences of disadvantaged communities, this book contributes meaningfully to the ongoing debates of climate justice, sustainable development, and equitable adaptation pathways.

This book on the climate change, natural resources, landscape and agricultural ecosystems describes the contributing challenges related to natural resources, soil erosion, irrigation planning, water, landscape, sustainable crop yield agriculture and biomass estimation. Natural resources and agricultural ecosystems include factors from nearby regions where landscape and agriculture practices (direct or indirect) interface with the water, vegetation, irrigation planning and ecology. Changes in climatic situations impact all the natural resources, ecology, and landscape of agricultural systems, which affects productivity. This book summarizes the various aspects of soil erosion, soil compaction, soil nutrients, aquifer and water with respect to vegetation, crops, pest and sustainable yields and management for the future. It also focuses on the use of precision techniques, remote sensing, GIS technologies, IOT and climate related technology for the sustainability of ecology, naturalresources and agricultural areas, along with the capacity and flexibility of natural resources and agricultural societies under climate change. This book presents both theoretical and applied aspects and will help as a guide for future research. The contents will appeal to researchers, scientists, and NGOs working in climate change, environmental sciences, agriculture engineering, remote sensing, natural resources management, remote sensing, GIS, hydrologist, soil sciences, agricultural microbiology, plant pathology and agronomy.

This book on the climate change, natural resources, landscape and agricultural ecosystems describes the contributing challenges related to natural resources, soil erosion, irrigation planning, water, landscape, sustainable crop yield agriculture and biomass estimation. Natural resources and agricultural ecosystems include factors from nearby regions where landscape and agriculture practices (direct or indirect) interface with the water, vegetation, irrigation planning and ecology. Changes in climatic situations impact all the natural resources, ecology, and landscape of agricultural systems, which affects productivity.

This book summarizes the various aspects of soil erosion, soil compaction, soil nutrients, aquifer and water with respect to vegetation, crops, pest and sustainable yields and management for the future. It also focuses on the use of precision techniques, remote sensing, GIS technologies, IOT and climate related technology for the sustainability of ecology, naturalresources and agricultural areas, along with the capacity and flexibility of natural resources and agricultural societies under climate change. This book presents both theoretical and applied aspects and will help as a guide for future research. The contents will appeal to researchers, scientists, and NGOs working in climate change, environmental sciences, agriculture engineering, remote sensing, natural resources management, remote sensing, GIS, hydrologist, soil sciences, agricultural microbiology, plant pathology and agronomy.

This book on the climate change, natural resources, landscape and agricultural ecosystems describes the contributing challenges related to natural resources, soil erosion, irrigation planning, water, landscape, sustainable crop yield agriculture and biomass estimation. Natural resources and agricultural ecosystems include factors from nearby regions where landscape and agriculture practices (direct or indirect) interface with the water, vegetation, irrigation planning and ecology. Changes in climatic situations impact all the natural resources, ecology, and landscape of agricultural systems, which affects productivity. This book summarizes the various aspects of soil erosion, soil compaction, soil nutrients, aquifer and water with respect to vegetation, crops, pest and sustainable yields and management for the future. It also focuses on the use of precision techniques, remote sensing, GIS technologies, IOT and climate related technology for the sustainability of ecology, naturalresources and agricultural areas, along with the capacity and flexibility of natural resources and agricultural societies under climate change. This book presents both theoretical and applied aspects and will help as a guide for future research. The contents will appeal to researchers, scientists, and NGOs working in climate change, environmental sciences, agriculture engineering, remote sensing, natural resources management, remote sensing, GIS, hydrologist, soil sciences, agricultural microbiology, plant pathology and agronomy.