A Land Use And Land Cover Classification System For Use With Remote Sensor Data

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A Land-use Classification System for Use with Remote Sensor Data

Author : James Richard Anderson,Ernest E. Hardy,John T. Roach
Publisher : Unknown
Page : 22 pages
File Size : 50,9 Mb
Release : 1972
Category : Land use
ISBN : UCAL:C3059108

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A Land-use Classification System for Use with Remote Sensor Data by James Richard Anderson,Ernest E. Hardy,John T. Roach Pdf

Remote Sensing of Land Use and Land Cover

Author : Chandra P. Giri
Publisher : CRC Press
Page : 481 pages
File Size : 49,6 Mb
Release : 2012-05-02
Category : Technology & Engineering
ISBN : 9781420070743

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Remote Sensing of Land Use and Land Cover by Chandra P. Giri Pdf

Filling the need for a comprehensive book that covers both theory and application, Remote Sensing of Land Use and Land Cover: Principles and Applications provides a synopsis of how remote sensing can be used for land-cover characterization, mapping, and monitoring from the local to the global scale. With contributions by leading scientists from around the world, this well-structured volume offers an international perspective on the science, technologies, applications, and future needs of remote sensing of land cover and land use. After an overview of the key concepts and history of land-use and land-cover mapping, the book discusses the relationship between land cover and land use and addresses the land-cover classification system. It then presents state-of-the-art methods and techniques in data acquisition, preprocessing, image interpretation, and accuracy assessment for land-use and land-cover characterization and mapping. Case studies from around the world illustrate land-cover applications at global, continental, and national scales. These examples use multiple data sources and provide in-depth understanding of land cover and land-cover dynamics in multiple spatial, thematic, and temporal resolutions. Looking to the future, the book also identifies new frontiers in land-cover mapping and forecasting. The availability and accessibility of accurate and timely land-cover data sets play an important role in many global change studies, highlighting the need for better land-use and land-cover change information at multiple scales. A synthesis of current knowledge in remote sensing of land-use and land-cover science, this book promotes more effective use of Earth observation data and technology to assess, monitor, and manage land resources.

Historical Land Use/Land Cover Classification Using Remote Sensing

Author : Wafi Al-Fares
Publisher : Springer Science & Business Media
Page : 204 pages
File Size : 46,6 Mb
Release : 2013-06-25
Category : Science
ISBN : 9783319006246

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Historical Land Use/Land Cover Classification Using Remote Sensing by Wafi Al-Fares Pdf

Although the development of remote sensing techniques focuses greatly on construction of new sensors with higher spatial and spectral resolution, it is advisable to also use data of older sensors (especially, the LANDSAT-mission) when the historical mapping of land use/land cover and monitoring of their dynamics are needed. Using data from LANDSAT missions as well as from Terra (ASTER) Sensors, the authors shows in his book maps of historical land cover changes with a focus on agricultural irrigation projects. The kernel of this study was whether, how and to what extent applying the various remotely sensed data that were used here, would be an effective approach to classify the historical and current land use/land cover, to monitor the dynamics of land use/land cover during the last four decades, to map the development of the irrigation areas, and to classify the major strategic winter- and summer-irrigated agricultural crops in the study area of the Euphrates River Basin.

Analysis of Urban Growth and Sprawl from Remote Sensing Data

Author : Basudeb Bhatta
Publisher : Springer Science & Business Media
Page : 191 pages
File Size : 52,8 Mb
Release : 2010-03-03
Category : Science
ISBN : 9783642052996

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Analysis of Urban Growth and Sprawl from Remote Sensing Data by Basudeb Bhatta Pdf

This book provides a comprehensive discussion on urban growth and sprawl, and how they can be analyzed using remote sensing imageries. It compiles views of numerous researchers that help in understanding the urban growth and sprawl; their patterns, process, causes, consequences, and countermeasures; how remote sensing data and geographic information system techniques can be used in mapping, monitoring, measuring, analyzing, and simulating the urban growth and sprawl and what are the merits and demerits of available methods and models. This book will be of value for the scientists and researchers engaged in urban geographic research, especially using remote sensing imageries. This book will serve as a rigours literature review for them. Post graduate students of urban geography or urban/regional planning may refer this book as additional studies. This book may help the academicians for preparing lecture notes and delivering lectures. Industry professionals may also be benefited from the discussed methods and models along with numerous citations.

Land use planning and remote sensing

Author : D. Lindgren
Publisher : Springer Science & Business Media
Page : 180 pages
File Size : 42,7 Mb
Release : 2013-04-17
Category : Technology & Engineering
ISBN : 9789401720359

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Land use planning and remote sensing by D. Lindgren Pdf

The purpose of this book is to introduce land planners to the principles of remote sensing and to the applications remote sensing has to the land planning process. The potential applications to land planning are many and varied. For example, remote sensing techniques, and aerial photography in particular, can provide planners with an overview of their communities they can obtain in no other way. These same techniques can also provide planners with a whole variety of land resource data and have the capability of updating these data on a syste matic basis. Maps, too, can be produced from a combination of remote sensing and cartographic techniques - engineering maps, topographic maps, property maps, and a host of other thematic maps. These maps and the photos from which they are made can be used by planners to explain proposed land use or zoning changes at public meetings. They may also be introduced as evidence in courts of law if later the results of these changes are contested by individual or groups of landowners. Since land planning tends to be conducted at local levels, the discussion in this book focuses on the uses of aerial photography - the most effective tool for small area analysis. The discussion is also directed at those who are not regular users of remote sensing techniques.

Land Cover Classification of Remotely Sensed Images

Author : S. Jenicka
Publisher : Springer Nature
Page : 176 pages
File Size : 43,9 Mb
Release : 2021-03-10
Category : Technology & Engineering
ISBN : 9783030665951

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Land Cover Classification of Remotely Sensed Images by S. Jenicka Pdf

The book introduces two domains namely Remote Sensing and Digital Image Processing. It discusses remote sensing, texture, classifiers, and procedures for performing the texture-based segmentation and land cover classification. The first chapter discusses the important terminologies in remote sensing, basics of land cover classification, types of remotely sensed images and their characteristics. The second chapter introduces the texture and a detailed literature survey citing papers related to texture analysis and image processing. The third chapter describes basic texture models for gray level images and multivariate texture models for color or remotely sensed images with relevant Matlab source codes. The fourth chapter focuses on texture-based classification and texture-based segmentation. The Matlab source codes for performing supervised texture based segmentation using basic texture models and minimum distance classifier are listed. The fifth chapter describes supervised and unsupervised classifiers. The experimental results obtained using a basic texture model (Uniform Local Binary Pattern) with the classifiers described earlier are discussed through the relevant Matlab source codes. The sixth chapter describes land cover classification procedure using multivariate (statistical and spectral) texture models and minimum distance classifier with Matlab source codes. A few performance metrics are also explained. The seventh chapter explains how texture based segmentation and land cover classification are performed using the hidden Markov model with relevant Matlab source codes. The eighth chapter gives an overview of spatial data analysis and other existing land cover classification methods. The ninth chapter addresses the research issues and challenges associated with land cover classification using textural approaches. This book is useful for undergraduates in Computer Science and Civil Engineering and postgraduates who plan to do research or project work in digital image processing. The book can serve as a guide to those who narrow down their research to processing remotely sensed images. It addresses a wide range of texture models and classifiers. The book not only guides but aids the reader in implementing the concepts through the Matlab source codes listed. In short, the book will be a valuable resource for growing academicians to gain expertise in their area of specialization and students who aim at gaining in-depth knowledge through practical implementations. The exercises given under texture based segmentation (excluding land cover classification exercises) can serve as lab exercises for the undergraduate students who learn texture based image processing.

Land Use and Land Cover Maps and Statistics from Remotely Sensed Data

Author : Association of American Geographers. Remote Sensing Committee
Publisher : Unknown
Page : 220 pages
File Size : 50,9 Mb
Release : 1977
Category : Geography
ISBN : UOM:39015051805755

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Land Use and Land Cover Maps and Statistics from Remotely Sensed Data by Association of American Geographers. Remote Sensing Committee Pdf

The Application of Remote Sensing Data to GIS Studies of Land Use, Land Cover, and Vegetation Mapping in the State of Hawaii

Author : National Aeronautics and Space Administration (NASA)
Publisher : Createspace Independent Publishing Platform
Page : 146 pages
File Size : 40,7 Mb
Release : 2018-07-23
Category : Electronic
ISBN : 1723432083

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The Application of Remote Sensing Data to GIS Studies of Land Use, Land Cover, and Vegetation Mapping in the State of Hawaii by National Aeronautics and Space Administration (NASA) Pdf

A land cover-vegetation map with a base classification system for remote sensing use in a tropical island environment was produced of the island of Hawaii for the State of Hawaii to evaluate whether or not useful land cover information can be derived from Landsat TM data. In addition, an island-wide change detection mosaic combining a previously created 1977 MSS land classification with the TM-based classification was produced. In order to reach the goal of transferring remote sensing technology to State of Hawaii personnel, a pilot project was conducted while training State of Hawaii personnel in remote sensing technology and classification systems. Spectral characteristics of young island land cover types were compared to determine if there are differences in vegetation types on lava, vegetation types on soils, and barren lava from soils, and if they can be detected remotely, based on differences in pigments detecting plant physiognomic type, health, stress at senescence, heat, moisture level, and biomass. Geographic information systems (GIS) and global positioning systems (GPS) were used to assist in image rectification and classification. GIS was also used to produce large-format color output maps. An interactive GIS program was written to provide on-line access to scanned photos taken at field sites. The pilot project found Landsat TM to be a credible source of land cover information for geologically young islands, and TM data bands are effective in detecting spectral characteristics of different land cover types through remote sensing. Large agriculture field patterns were resolved and mapped successfully from wildland vegetation, but small agriculture field patterns were not. Additional processing was required to work with the four TM scenes from two separate orbits which span three years, including El Nino and drought dates. Results of the project emphasized the need for further land cover and land use processing and research. Change in vegetation compositio...

Remote Sensing of Land Use and Land Cover

Author : Chandra P. Giri
Publisher : CRC Press
Page : 477 pages
File Size : 46,9 Mb
Release : 2016-04-19
Category : Nature
ISBN : 9781420070750

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Remote Sensing of Land Use and Land Cover by Chandra P. Giri Pdf

Filling the need for a comprehensive book that covers both theory and application, Remote Sensing of Land Use and Land Cover: Principles and Applications provides a synopsis of how remote sensing can be used for land-cover characterization, mapping, and monitoring from the local to the global scale. With contributions by leading scientists from aro

Optical Remote Sensing

Author : Saurabh Prasad,Lori M. Bruce,Jocelyn Chanussot
Publisher : Springer Science & Business Media
Page : 344 pages
File Size : 44,5 Mb
Release : 2011-03-23
Category : Technology & Engineering
ISBN : 9783642142123

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Optical Remote Sensing by Saurabh Prasad,Lori M. Bruce,Jocelyn Chanussot Pdf

Optical remote sensing relies on exploiting multispectral and hyper spectral imagery possessing high spatial and spectral resolutions respectively. These modalities, although useful for most remote sensing tasks, often present challenges that must be addressed for their effective exploitation. This book presents current state-of-the-art algorithms that address the following key challenges encountered in representation and analysis of such optical remotely sensed data. Challenges in pre-processing images, storing and representing high dimensional data, fusing different sensor modalities, pattern classification and target recognition, visualization of high dimensional imagery.

Key Methods in Geography

Author : Nicholas Clifford,Gill Valentine
Publisher : SAGE Publications
Page : 569 pages
File Size : 40,5 Mb
Release : 2010-05-30
Category : Science
ISBN : 9781412935098

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Key Methods in Geography by Nicholas Clifford,Gill Valentine Pdf

"Its range is far broader than the majority of methods texts, being concerned with both human and physical geography... Given the seriousness with which Key Methods in Geography approaches all aspects of research, it will continue to find wide favour among undergraduate geographers." - Times Higher Education Textbook Guide "All geographers, whatever their interest, need to do research. This book will help them get started in the best possible way, with thoughtful advice on everything from project design, through choice of methods, to data analysis and presentation. The editors have assembled an impressive array of authors, all experts in their chosen field." - Tim Burt, University of Durham "Excellent book. Valuable teaching aid. Well written and covers a wide range of methods thoroughly." - Sue Rodway-Dyer, Exeter University "This is an excellent book and deals with a number of topics (which I teach) outside of the tutorial module where it is a recommended text for geographers. A very useful textbook throughout a 3 year Geography programme." - Ian Harris, Bangor University Key Methods in Geography is an introduction to the principal methodological issues involved in the collection, analysis and presentation of geographical information. It is unique in the reference literature for providing an overview of qualitative and quantitative methods for human and physical geography. An accessible primer, it will be used by students as a reference throughout their degree, on all issues from research design to presentation. This second edition has been fully revised and updated and includes new chapters on internet mediated research, diaries as a research method, making observations and measurements in the field, and the analysis of natural systems. Organized into four sections: Getting Started in Geographical Research; Generating and Working with Data in Human Geography; Generating and Working with Data in Physical Geography; Representing and Interpreting Geographical Data; each chapter comprises: A short definition A summary of the principal arguments A substantive 5,000-word discussion Use of real-life examples Annotated notes for further reading. The teaching of research methods is integral to all geography courses: Key Methods in Geography, 2nd Edition explains all of the key methods with which geography undergraduates must be conversant.