Remote Sensing and Digital Image Processing with R - Lab Manual

Remote Sensing and Digital Image Processing with R - Lab Manual

Author: Marcelo de Carvalho Alves

Publisher: CRC Press

Published: 2023-06-30

Total Pages: 189

ISBN-13: 1000895394

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This Lab Manual is a companion to the textbook Remote Sensing and Digital Image Processing with R. It covers examples of natural resource data analysis applications including numerous, practical problem-solving exercises, and case studies that use the free and open-source platform R. The intuitive, structural workflow helps students better understand a scientific approach to each case study in the book and learn how to replicate, transplant, and expand the workflow for further exploration with new data, models, and areas of interest. Features Aims to expand theoretical approaches of remote sensing and digital image processing through multidisciplinary applications using R and R packages. Engages students in learning theory through hands-on real-life projects. All chapters are structured with solved exercises and homework and encourage readers to understand the potential and the limitations of the environments. Covers data analysis in the free and open-source R platform, which makes remote sensing accessible to anyone with a computer. Explores current trends and developments in remote sensing in homework assignments with data to further explore the use of free multispectral remote sensing data, including very high spatial resolution information. Undergraduate- and graduate-level students will benefit from the exercises in this Lab Manual, because they are applicable to a variety of subjects including environmental science, agriculture engineering, as well as natural and social sciences. Students will gain a deeper understanding and first-hand experience with remote sensing and digital processing, with a learn-by-doing methodology using applicable examples in natural resources.


Land Resources Monitoring, Modeling, and Mapping with Remote Sensing

Land Resources Monitoring, Modeling, and Mapping with Remote Sensing

Author: Ph.D., Prasad S. Thenkabail

Publisher: CRC Press

Published: 2015-10-02

Total Pages: 869

ISBN-13: 1482217988

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A volume in the three-volume Remote Sensing Handbook series, Land Resources Monitoring, Modeling, and Mapping with Remote Sensing documents the scientific and methodological advances that have taken place during the last 50 years. The other two volumes in the series are Remotely Sensed Data Characterization, Classification, and Accuracies, and Remo


Innovations in Land Rights Recognition, Administration, and Governance

Innovations in Land Rights Recognition, Administration, and Governance

Author: Klaus Deininger

Publisher: World Bank Publications

Published: 2010-10-22

Total Pages: 384

ISBN-13: 082138581X

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The importance of good land governance to strengthen women s land rights, facilitate land-related investment, transfer land to better uses, use it as collateral, and allow effective decentralization through collection of property taxes has long been recognized. The challenges posed by recent global developments, especially urbanization, increased and more volatile food prices, and climate change have raised the profile of land and the need for countries to have appropriate land policies. However, efforts to improve country-level land governance are often frustrated by technical complexities, institutional fragmentation, vested interests, and lack of a shared vision on how to move towards good land governance and measure progress in concrete settings. Recent initiatives have recognized the important challenges this raises and the need for partners to act in a collaborative and coordinated fashion to address them. The breadth and depth of the papers included in this volume, all of which were presented at the World Bank s Annual Conference on Land Policy and Administration, illustrate the benefits from such collaboration. They are indicative not only of the diversity of issues related to land governance but, more importantly, highlight that, even though the topic is complex and politically challenging, there is a wealth of promising new approaches to improving land governance through innovative technologies, country-wide policy dialogue, and legal and administrative reforms. The publication is based on an on-going partnership between the World Bank, the International Federation of Surveyors, the Global Land Tool Network and the United Nations Food and Agriculture Organization provide tools that can help to address land governance in practice and at scale. It is our hope that this volume will be of use to increase awareness of and support to the successful implementation of innovative approaches that can help to not only improve land governance, but also thereby contribute to the well-being of the poorest and the achievement of the Millennium Development Goals.


Remote Sensing and Digital Image Processing with R

Remote Sensing and Digital Image Processing with R

Author: Marcelo de Carvalho Alves

Publisher: CRC Press

Published: 2023-06-30

Total Pages: 537

ISBN-13: 100089536X

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This new textbook on remote sensing and digital image processing of natural resources includes numerous, practical problem-solving exercises and applications of sensors and satellite systems using remote sensing data collection resources, and emphasizes the free and open-source platform R. It explains basic concepts of remote sensing and multidisciplinary applications using R language and R packages, by engaging students in learning theory through hands-on, real-life projects. All chapters are structured with learning objectives, computation, questions, solved exercises, resources, and research suggestions. Features Explains the theory of passive and active remote sensing and its applications in water, soil, vegetation, and atmosphere. Covers data analysis in the free and open-source R platform, which makes remote sensing accessible to anyone with a computer. Includes case studies from different environments with free software algorithms and an R toolset for active learning and a learn-by-doing approach. Provides hands-on exercises at the end of each chapter and encourages readers to understand the potential and the limitations of the environments, remote sensing targets, and process. Explores current trends and developments in remote sensing in homework assignments with data to further explore the use of free multispectral remote sensing data, including very high spatial resolution data sources for target recognition with image processing techniques. While the focus of the book is on environmental and agriculture engineering, it can be applied widely to a variety of subjects such as physical, natural, and social sciences. Students in upper-level undergraduate or graduate programs, taking courses in remote sensing, geoprocessing, civil and environmental engineering, geosciences, environmental sciences, electrical engineering, biology, and hydrology will also benefit from the learning objectives in the book. Professionals who use remote sensing and digital processing will also find this text enlightening.


Mega Cities

Mega Cities

Author: Lothar Beckel

Publisher: GEOSPACE Beckel Satellitenb. GmbH

Published: 2001

Total Pages: 276

ISBN-13: 3853130518

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Image operations

Image operations

Author: Jens Eder

Publisher: Manchester University Press

Published: 2016-12-14

Total Pages: 380

ISBN-13: 1526108658

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Still and moving images are crucial factors in contemporary political conflicts. They not only have representational, expressive or illustrative functions, but also augment and create significant events. Beyond altering states of mind, they affect bodies and often life or death is at stake. Various forms of image operations are currently performed in the contexts of war, insurgency and activism. Photographs, videos, interactive simulations and other kinds of images steer drones to their targets, train soldiers, terrorise the public, celebrate protest icons, uncover injustices, or call for help. They are often parts of complex agential networks and move across different media and cultural environments. This book is a pioneering interdisciplinary study of the role and function of images in political life. Balancing theoretical reflections with in-depth case studies, it brings together renowned scholars and activists from different fields to offer a multifaceted critical perspective on a crucial aspect of contemporary visual culture.


Remote Sensing Handbook, Volume III

Remote Sensing Handbook, Volume III

Author: Prasad S. Thenkabail

Publisher: CRC Press

Published: 2024-11-29

Total Pages: 837

ISBN-13: 1040194303

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Volume III of the Six Volume Remote Sensing Handbook, Second Edition, is focused on agriculture; food security; vegetation; phenology; rangelands; soils; and global biomass modeling, mapping, and monitoring using multi-sensor remote sensing. It discusses the application of remote sensing in agriculture systems analysis, phenology, cropland mapping and modeling, terrestrial vegetation studies, physically based models, food and water security, precision farming, crop residues, global view of rangelands, and soils. This thoroughly revised and updated volume draws on the expertise of a diverse array of leading international authorities in remote sensing and provides an essential resource for researchers at all levels interested in using remote sensing. It integrates discussions of remote sensing principles, data, methods, development, applications, and scientific and social context. FEATURES Provides the most up-to-date comprehensive coverage of remote sensing science in agriculture, vegetation, and soil studies. Discusses and analyzes data from old and new generations of satellites and sensors spread across 60 years. Provides comprehensive assessment of modeling, mapping, and monitoring agricultural crops, vegetation, and soils from wide array of sensors, methods, and techniques. Includes numerous case studies on advances and applications at local, regional, and global scales. Introduces advanced methods in remote sensing such as machine learning, cloud computing, and AI. Highlights scientific achievements over the last decade and provides guidance for future developments. This volume is an excellent resource for the entire remote sensing and GIS community. Academics, researchers, undergraduate and graduate students, as well as practitioners, decision makers, and policymakers, will benefit from the expertise of the professionals featured in this book, and their extensive knowledge of new and emerging trends.