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5 books on Space Tech for Agriculture [PDF]
October 06, 2024 | 11 |
Books on space tech for agriculture are invaluable resources for startups aiming to integrate cutting-edge technologies into the agricultural sector. These publications cover a range of topics, including satellite-based imaging, precision agriculture, IoT applications, and data analytics specific to farming and crop management. For Space startups focused on agriculture, these books provide essential insights into the deployment of space technologies for monitoring soil health, crop growth, and environmental conditions. They often explore the integration of satellite imagery with data analytics and machine learning, enabling startups to develop innovative solutions for optimized resource utilization and yield prediction.
1. Dimensionality Reduction of Hyperspectral Imagery
2023 by Arati Paul, Nabendu Chaki
This book offers insights into various types of dimensionality reduction (DR) methods and their efficacy in processing hyperspectral data. The authors begin by highlighting the crucial role of hyperspectral imagery (HSI) in remote sensing, emphasizing its high spectral resolution for improved material identification on the Earth's surface. They discuss potential challenges arising from the acquisition of HSI in numerous narrow and contiguous bands, forming a 3-dimensional image cube, often leading to information redundancy within the bands. The authors illustrate how managing a large number of bands introduces computational complexities, impacting efficiency. Subsequently, the book underscores the significance of DR as a crucial step in hyperspectral data analysis to address these challenges, providing readers with a comprehensive understanding of DR processes and their impact on effective HSI analysis.
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2. Advances in Hyperspectral Image Processing Techniques
2022 by Chein-I Chang
"Advances in Hyperspectral Image Processing Techniques" is a comprehensive and authoritative resource that delves into recent advancements in hyperspectral imaging (HSI) techniques, covering a spectrum of ideas that have emerged in the past few years. This work consolidates diverse research into a single reference, exploring applications across various disciplines. With an introductory chapter on HSI fundamentals and another on the extensive use of HSI techniques in satellite on-orbit and on-board processing, the book caters to readers engaged in these specific fields. The content, contributed by invited scholars, is organized into six parts, covering general theory, band selection techniques, compressive sensing, fusion of hyperspectral images, hyperspectral data unmixing, and hyperspectral image classification. With applications ranging from defense and intelligence to agriculture, forestry, environmental monitoring, food safety, and medical imaging, this book is an indispensable resource for industry professionals, researchers, academics, and graduate students in the field.
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3. Geospatial Technologies for Crops and Soils
2020 by Tarik Mitran, Ram Swaroop Meena, Abhishek Chakraborty
The imperative for sustainable agricultural development in response to the demands of increased and economically viable production in a changing climate is addressed in the book "Geospatial Technologies for Crops and Soils." Introducing the latest technologies, the book focuses on geospatial tools such as remote sensing, GIS, GPS, and mobile and web applications. These technologies offer unique capabilities to analyze multi-scale, multi-temporal datasets, aiding policymakers in decision-making for sustainable agriculture development and natural resources management. Timely and reliable geospatial information on natural resources and environmental conditions is deemed essential for food security, and remote sensing solutions have proven to be cost-effective tools for assessing crop and soil properties. The book explores the efficiency of satellite remote sensing coupled with GIS and mobile-app based positional information in optimizing input resources, minimizing production costs, and mitigating risks posed by biotic and abiotic factors, fostering sustainable agriculture.
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4. Hyperspectral Imaging in Agriculture, Food and Environment
2018 by Alejandro Isabel Luna Maldonado, Humberto Rodriguez-Fuentes, Juan Antonio Vidales Contreras
This book explores the innovative facets and forthcoming trends of hyperspectral imaging in agriculture, food, and the environment. Addressing a range of topics, it delves into hyperspectral imaging and its applications in nondestructive quality assessment for fruits and vegetables, evaluating the quality and safety of meat, multimode hyperspectral imaging for food quality and safety, pattern recognition models for hyperspectral images, sequential classification of hyperspectral images, graph construction for hyperspectral data unmixing, target visualization methods for processing hyperspectral images, and soil contamination mapping with hyperspectral imagery. A valuable general reference, this book caters to students, professional engineers, and readers with an interest in the subject.
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5. Information and Communication Technology for Agriculture and Rural Development
2011 by R. Saravanan
This book delves into a comprehensive exploration of Information and Communication Technology (ICT) for Agriculture and Rural Development, with a focus on various critical aspects. Addressing digital disparities in rural India, the articles cover a range of topics such as e-Agriculture challenges, Cyber extension, Village Knowledge Centres (VKCs), and initiatives like Community Information Centres in Orissa. The book provides insights into the application of SATCOM in Karnataka State, Model e-Villages in Arunachal Pradesh, and the Nationwide InDG web portal for rural development. Additionally, it delves into innovations like Kisan Mobile Sandesh (KMS), Dynamic Market Information (DMI) through Web and Mobile in Tamil Nadu, and Expert systems for pest and diseases diagnosis in rubber. The compilation includes diverse initiatives like Interactive Multimedia Compact Discs (IMCD), KISSAN initiative in Kerala State, Mobile Agricultural School and Services (MASS) in Jharkhand, and Farmers Database creation in Darjeeling District of West Bengal. It further explores the implementation of Village Resource Centres (VRCs) in Uttaranchal, Pest Surveillance of Rice using satellite data, and the Techmode Approach for Distance Learning Courses for Field Veterinarians in Maharastra. The book concludes with an examination of Internet utilization patterns, evaluation of Kissan Call Centres (KCCs), ICT adoption levels, impact assessment, stakeholders' feedback, and relevant policy implications and recommendations.
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How to download PDF:
1. Install Google Books Downloader
2. Enter Book ID to the search box and press Enter
3. Click "Download Book" icon and select PDF*
* - note that for yellow books only preview pages are downloaded
1. Dimensionality Reduction of Hyperspectral Imagery
2023 by Arati Paul, Nabendu Chaki
This book offers insights into various types of dimensionality reduction (DR) methods and their efficacy in processing hyperspectral data. The authors begin by highlighting the crucial role of hyperspectral imagery (HSI) in remote sensing, emphasizing its high spectral resolution for improved material identification on the Earth's surface. They discuss potential challenges arising from the acquisition of HSI in numerous narrow and contiguous bands, forming a 3-dimensional image cube, often leading to information redundancy within the bands. The authors illustrate how managing a large number of bands introduces computational complexities, impacting efficiency. Subsequently, the book underscores the significance of DR as a crucial step in hyperspectral data analysis to address these challenges, providing readers with a comprehensive understanding of DR processes and their impact on effective HSI analysis.
Download PDF
2. Advances in Hyperspectral Image Processing Techniques
2022 by Chein-I Chang
"Advances in Hyperspectral Image Processing Techniques" is a comprehensive and authoritative resource that delves into recent advancements in hyperspectral imaging (HSI) techniques, covering a spectrum of ideas that have emerged in the past few years. This work consolidates diverse research into a single reference, exploring applications across various disciplines. With an introductory chapter on HSI fundamentals and another on the extensive use of HSI techniques in satellite on-orbit and on-board processing, the book caters to readers engaged in these specific fields. The content, contributed by invited scholars, is organized into six parts, covering general theory, band selection techniques, compressive sensing, fusion of hyperspectral images, hyperspectral data unmixing, and hyperspectral image classification. With applications ranging from defense and intelligence to agriculture, forestry, environmental monitoring, food safety, and medical imaging, this book is an indispensable resource for industry professionals, researchers, academics, and graduate students in the field.
Download PDF
3. Geospatial Technologies for Crops and Soils
2020 by Tarik Mitran, Ram Swaroop Meena, Abhishek Chakraborty
The imperative for sustainable agricultural development in response to the demands of increased and economically viable production in a changing climate is addressed in the book "Geospatial Technologies for Crops and Soils." Introducing the latest technologies, the book focuses on geospatial tools such as remote sensing, GIS, GPS, and mobile and web applications. These technologies offer unique capabilities to analyze multi-scale, multi-temporal datasets, aiding policymakers in decision-making for sustainable agriculture development and natural resources management. Timely and reliable geospatial information on natural resources and environmental conditions is deemed essential for food security, and remote sensing solutions have proven to be cost-effective tools for assessing crop and soil properties. The book explores the efficiency of satellite remote sensing coupled with GIS and mobile-app based positional information in optimizing input resources, minimizing production costs, and mitigating risks posed by biotic and abiotic factors, fostering sustainable agriculture.
Download PDF
4. Hyperspectral Imaging in Agriculture, Food and Environment
2018 by Alejandro Isabel Luna Maldonado, Humberto Rodriguez-Fuentes, Juan Antonio Vidales Contreras
This book explores the innovative facets and forthcoming trends of hyperspectral imaging in agriculture, food, and the environment. Addressing a range of topics, it delves into hyperspectral imaging and its applications in nondestructive quality assessment for fruits and vegetables, evaluating the quality and safety of meat, multimode hyperspectral imaging for food quality and safety, pattern recognition models for hyperspectral images, sequential classification of hyperspectral images, graph construction for hyperspectral data unmixing, target visualization methods for processing hyperspectral images, and soil contamination mapping with hyperspectral imagery. A valuable general reference, this book caters to students, professional engineers, and readers with an interest in the subject.
Download PDF
5. Information and Communication Technology for Agriculture and Rural Development
2011 by R. Saravanan
This book delves into a comprehensive exploration of Information and Communication Technology (ICT) for Agriculture and Rural Development, with a focus on various critical aspects. Addressing digital disparities in rural India, the articles cover a range of topics such as e-Agriculture challenges, Cyber extension, Village Knowledge Centres (VKCs), and initiatives like Community Information Centres in Orissa. The book provides insights into the application of SATCOM in Karnataka State, Model e-Villages in Arunachal Pradesh, and the Nationwide InDG web portal for rural development. Additionally, it delves into innovations like Kisan Mobile Sandesh (KMS), Dynamic Market Information (DMI) through Web and Mobile in Tamil Nadu, and Expert systems for pest and diseases diagnosis in rubber. The compilation includes diverse initiatives like Interactive Multimedia Compact Discs (IMCD), KISSAN initiative in Kerala State, Mobile Agricultural School and Services (MASS) in Jharkhand, and Farmers Database creation in Darjeeling District of West Bengal. It further explores the implementation of Village Resource Centres (VRCs) in Uttaranchal, Pest Surveillance of Rice using satellite data, and the Techmode Approach for Distance Learning Courses for Field Veterinarians in Maharastra. The book concludes with an examination of Internet utilization patterns, evaluation of Kissan Call Centres (KCCs), ICT adoption levels, impact assessment, stakeholders' feedback, and relevant policy implications and recommendations.
Download PDF
How to download PDF:
1. Install Google Books Downloader
2. Enter Book ID to the search box and press Enter
3. Click "Download Book" icon and select PDF*
* - note that for yellow books only preview pages are downloaded
