Spatial Statistics For Remote Sensing

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Spatial Statistics for Remote Sensing

A. Stein,Freek D. van der Meer,Ben Gorte
Spatial Statistics for Remote Sensing Book PDF

Author : A. Stein,Freek D. van der Meer,Ben Gorte
Publisher : Springer Science & Business Media
Page : 284 pages
File Size : 44,9 Mb
Release : 2006-04-18
Category : Science
ISBN : 9780306476471

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Spatial Statistics for Remote Sensing by A. Stein,Freek D. van der Meer,Ben Gorte Pdf

This book is a collection of papers on spatial statistics for remote sensing. The book emerges from a study day that was organized in 1996 at the International Institute for Aerospace Survey and Earth Sciences, ITC, in Enschede, The Netherlands. It was by several means a memorable event. The beautiful new building, according to a design by the famous modern Dutch architect Max van Huet was just opened, and this workshop was the first to take place there. Of course, much went wrong during the workshop, in particular as the newest electronic equipment regularly failed. But the workshop attrackted more than hundred attendants, and was generally well received. The results of the workshop have been published in Stein et al. (1998). The aim of the workshop was to address issues of spatial statistics for remote sensing. The ITC has a long history on collecting and analyzing satellite and other remote sensing data, but its involvement into spatial statistics is of a more recent date. Uncertainties in remote sensing images and the large amounts of data in many spectral bands are now considered to be of such an impact that it requires a separate approach from a statistical point of view. To quote from the justification of the study day, we read: Modern communication means such as remote sensing require an advanced use of collected data. Satellites collect data with different resolution on different spectral bands.

An Introduction to Spatial Data Analysis

Martin Wegmann,Jakob Schwalb-Willmann,Stefan Dech
An Introduction to Spatial Data Analysis Book PDF

Author : Martin Wegmann,Jakob Schwalb-Willmann,Stefan Dech
Publisher : Pelagic Publishing Ltd
Page : 372 pages
File Size : 40,5 Mb
Release : 2020-09-14
Category : Science
ISBN : 9781784272142

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An Introduction to Spatial Data Analysis by Martin Wegmann,Jakob Schwalb-Willmann,Stefan Dech Pdf

This is a book about how ecologists can integrate remote sensing and GIS in their research. It will allow readers to get started with the application of remote sensing and to understand its potential and limitations. Using practical examples, the book covers all necessary steps from planning field campaigns to deriving ecologically relevant information through remote sensing and modelling of species distributions. An Introduction to Spatial Data Analysis introduces spatial data handling using the open source software Quantum GIS (QGIS). In addition, readers will be guided through their first steps in the R programming language. The authors explain the fundamentals of spatial data handling and analysis, empowering the reader to turn data acquired in the field into actual spatial data. Readers will learn to process and analyse spatial data of different types and interpret the data and results. After finishing this book, readers will be able to address questions such as “What is the distance to the border of the protected area?”, “Which points are located close to a road?”, “Which fraction of land cover types exist in my study area?” using different software and techniques. This book is for novice spatial data users and does not assume any prior knowledge of spatial data itself or practical experience working with such data sets. Readers will likely include student and professional ecologists, geographers and any environmental scientists or practitioners who need to collect, visualize and analyse spatial data. The software used is the widely applied open source scientific programs QGIS and R. All scripts and data sets used in the book will be provided online at book.ecosens.org. This book covers specific methods including: what to consider before collecting in situ data how to work with spatial data collected in situ the difference between raster and vector data how to acquire further vector and raster data how to create relevant environmental information how to combine and analyse in situ and remote sensing data how to create useful maps for field work and presentations how to use QGIS and R for spatial analysis how to develop analysis scripts

Spatial Statistics

Mohammed A. Kalkhan
Spatial Statistics Book PDF

Author : Mohammed A. Kalkhan
Publisher : CRC Press
Page : 184 pages
File Size : 47,8 Mb
Release : 2011-05-09
Category : Mathematics
ISBN : 9781439891117

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Spatial Statistics by Mohammed A. Kalkhan Pdf

Geospatial information modeling and mapping has become an important tool for the investigation and management of natural resources at the landscape scale. Spatial Statistics: GeoSpatial Information Modeling and Thematic Mapping reviews the types and applications of geospatial information data, such as remote sensing, geographic information systems

Spatial Analysis, GIS and Remote Sensing

Donald P. Albert,Wilbert M. Gesler,Barbara Levergood
Spatial Analysis GIS and Remote Sensing Book PDF

Author : Donald P. Albert,Wilbert M. Gesler,Barbara Levergood
Publisher : CRC Press
Page : 240 pages
File Size : 42,8 Mb
Release : 2000-09-01
Category : Technology & Engineering
ISBN : 9780203305249

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Spatial Analysis, GIS and Remote Sensing by Donald P. Albert,Wilbert M. Gesler,Barbara Levergood Pdf

This new book explores the rapidly expanding applications of spatial analysis, GIS and remote sensing in the health sciences, and medical geography.

Spatial Analysis

Tonny J. Oyana,Florence Margai
Spatial Analysis Book PDF

Author : Tonny J. Oyana,Florence Margai
Publisher : CRC Press
Page : 316 pages
File Size : 40,8 Mb
Release : 2015-07-28
Category : Mathematics
ISBN : 9781498707640

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Spatial Analysis by Tonny J. Oyana,Florence Margai Pdf

An introductory text for the next generation of geospatial analysts and data scientists, Spatial Analysis: Statistics, Visualization, and Computational Methods focuses on the fundamentals of spatial analysis using traditional, contemporary, and computational methods. Outlining both non-spatial and spatial statistical concepts, the authors present p

Quantifying Spatial Uncertainty in Natural Resources

H. Todd Mowrer,Russell G. Congalton
Quantifying Spatial Uncertainty in Natural Resources Book PDF

Author : H. Todd Mowrer,Russell G. Congalton
Publisher : CRC Press
Page : 278 pages
File Size : 45,9 Mb
Release : 2000-03-01
Category : Technology & Engineering
ISBN : 9780203305584

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Quantifying Spatial Uncertainty in Natural Resources by H. Todd Mowrer,Russell G. Congalton Pdf

This book will be useful both to those new to spatial uncertainty assessment and to experienced practitioners.

Spatial Uncertainty in Ecology

Carolyn T. Hunsaker,Michael F. Goodchild,Mark A. Friedl,Ted J. Case
Spatial Uncertainty in Ecology Book PDF

Author : Carolyn T. Hunsaker,Michael F. Goodchild,Mark A. Friedl,Ted J. Case
Publisher : Springer Science & Business Media
Page : 417 pages
File Size : 41,5 Mb
Release : 2013-12-01
Category : Science
ISBN : 9781461302094

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Spatial Uncertainty in Ecology by Carolyn T. Hunsaker,Michael F. Goodchild,Mark A. Friedl,Ted J. Case Pdf

This is one of the first books to take an ecological perspective on uncertainty in spatial data. It applies principles and techniques from geography and other disciplines to ecological research, and thus delivers the tools of cartography, cognition, spatial statistics, remote sensing and computer sciences by way of spatial data. After describing the uses of such data in ecological research, the authors discuss how to account for the effects of uncertainty in various methods of analysis.

Spatial Statistics and Digital Image Analysis

Panel on Spatial Statistics and Image Processing
Spatial Statistics and Digital Image Analysis Book PDF

Author : Panel on Spatial Statistics and Image Processing
Publisher : 14
Page : 260 pages
File Size : 40,7 Mb
Release : 1991-01-15
Category : Mathematics
ISBN : NAP:12425

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Spatial Statistics and Digital Image Analysis by Panel on Spatial Statistics and Image Processing Pdf

Spatial statistics is one of the most rapidly growing areas of statistics, rife with fascinating research opportunities. Yet many statisticians are unaware of those opportunities, and most students in the United States are never exposed to any course work in spatial statistics. Written to be accessible to the nonspecialist, this volume surveys the applications of spatial statistics to a wide range of areas, including image analysis, geosciences, physical chemistry, and ecology. The book describes the contributions of the mathematical sciences, summarizes the current state of knowledge, and identifies directions for research.

Statistics for Spatial Data

Noel Cressie
Statistics for Spatial Data Book PDF

Author : Noel Cressie
Publisher : John Wiley & Sons
Page : 931 pages
File Size : 49,7 Mb
Release : 2015-03-18
Category : Mathematics
ISBN : 9781119115182

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Statistics for Spatial Data by Noel Cressie Pdf

The Wiley Classics Library consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. Spatial statistics — analyzing spatial data through statistical models — has proven exceptionally versatile, encompassing problems ranging from the microscopic to the astronomic. However, for the scientist and engineer faced only with scattered and uneven treatments of the subject in the scientific literature, learning how to make practical use of spatial statistics in day-to-day analytical work is very difficult. Designed exclusively for scientists eager to tap into the enormous potential of this analytical tool and upgrade their range of technical skills, Statistics for Spatial Data is a comprehensive, single-source guide to both the theory and applied aspects of spatial statistical methods. The hard-cover edition was hailed by Mathematical Reviews as an "excellent book which will become a basic reference." This paper-back edition of the 1993 edition, is designed to meet the many technological challenges facing the scientist and engineer. Concentrating on the three areas of geostatistical data, lattice data, and point patterns, the book sheds light on the link between data and model, revealing how design, inference, and diagnostics are an outgrowth of that link. It then explores new methods to reveal just how spatial statistical models can be used to solve important problems in a host of areas in science and engineering. Discussion includes: Exploratory spatial data analysis Spectral theory for stationary processes Spatial scale Simulation methods for spatial processes Spatial bootstrapping Statistical image analysis and remote sensing Computational aspects of model fitting Application of models to disease mapping Designed to accommodate the practical needs of the professional, it features a unified and common notation for its subject as well as many detailed examples woven into the text, numerous illustrations (including graphs that illuminate the theory discussed) and over 1,000 references. Fully balancing theory with applications, Statistics for Spatial Data, Revised Edition is an exceptionally clear guide on making optimal use of one of the ascendant analytical tools of the decade, one that has begun to capture the imagination of professionals in biology, earth science, civil, electrical, and agricultural engineering, geography, epidemiology, and ecology.

Remote Sensing and GIS for Ecologists

Martin Wegmann,Benjamin Leutner,Stefan Dech
Remote Sensing and GIS for Ecologists Book PDF

Author : Martin Wegmann,Benjamin Leutner,Stefan Dech
Publisher : Pelagic Publishing Ltd
Page : 410 pages
File Size : 42,5 Mb
Release : 2016-02-08
Category : Science
ISBN : 9781784270247

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Remote Sensing and GIS for Ecologists by Martin Wegmann,Benjamin Leutner,Stefan Dech Pdf

This is a book about how ecologists can integrate remote sensing and GIS in their daily work. It will allow ecologists to get started with the application of remote sensing and to understand its potential and limitations. Using practical examples, the book covers all necessary steps from planning field campaigns to deriving ecologically relevant information through remote sensing and modelling of species distributions. All practical examples in this book rely on OpenSource software and freely available data sets. Quantum GIS (QGIS) is introduced for basic GIS data handling, and in-depth spatial analytics and statistics are conducted with the software packages R and GRASS. Readers will learn how to apply remote sensing within ecological research projects, how to approach spatial data sampling and how to interpret remote sensing derived products. The authors discuss a wide range of statistical analyses with regard to satellite data as well as specialised topics such as time-series analysis. Extended scripts on how to create professional looking maps and graphics are also provided. This book is a valuable resource for students and scientists in the fields of conservation and ecology interested in learning how to get started in applying remote sensing in ecological research and conservation planning.

Spatial Analysis and Modeling in Geographical Transformation Process

Yuji Murayama,Rajesh Bahadur Thapa
Spatial Analysis and Modeling in Geographical Transformation Process Book PDF

Author : Yuji Murayama,Rajesh Bahadur Thapa
Publisher : Springer Science & Business Media
Page : 301 pages
File Size : 48,9 Mb
Release : 2011-02-26
Category : Science
ISBN : 9789400706712

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Spatial Analysis and Modeling in Geographical Transformation Process by Yuji Murayama,Rajesh Bahadur Thapa Pdf

Currently, spatial analysis is becoming more important than ever because enormous volumes of spatial data are available from different sources, such as GPS, Remote Sensing, and others. This book deals with spatial analysis and modelling. It provides a comprehensive discussion of spatial analysis, methods, and approaches related to human settlements and associated environment. Key contributions with empirical case studies from Iran, Philippines, Vietnam, Thailand, Nepal, and Japan that apply spatial analysis including autocorrelation, fuzzy, voronoi, cellular automata, analytic hierarchy process, artificial neural network, spatial metrics, spatial statistics, regression, and remote sensing mapping techniques are compiled comprehensively. The core value of this book is a wide variety of results with state of the art discussion including empirical case studies. It provides a milestone reference to students, researchers, planners, and other practitioners dealing the spatial problems on urban and regional issues. We are pleased to announce that this book has been presented with the 2011 publishing award from the GIS Association of Japan. We would like to congratulate the authors!

Recent Developments in Spatial Analysis

Manfred M. Fischer,Arthur Getis
Recent Developments in Spatial Analysis Book PDF

Author : Manfred M. Fischer,Arthur Getis
Publisher : Springer Science & Business Media
Page : 440 pages
File Size : 41,8 Mb
Release : 2013-03-09
Category : Mathematics
ISBN : 9783662034996

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Recent Developments in Spatial Analysis by Manfred M. Fischer,Arthur Getis Pdf

In recent years, spatial analysis has become an increasingly active field, as evidenced by the establishment of educational and research programs at many universities. Its popularity is due mainly to new technologies and the development of spatial data infrastructures. This book illustrates some recent developments in spatial analysis, behavioural modelling, and computational intelligence. World renown spatial analysts explain and demonstrate their new and insightful models and methods. The applications are in areas of societal interest such as the spread of infectious diseases, migration behaviour, and retail and agricultural location strategies. In addition, there is emphasis on the uses of new technologoies for the analysis of spatial data through the application of neural network concepts.

Spatial Analysis Methods and Practice

George Grekousis
Spatial Analysis Methods and Practice Book PDF

Author : George Grekousis
Publisher : Cambridge University Press
Page : 535 pages
File Size : 50,9 Mb
Release : 2020-06-11
Category : Reference
ISBN : 9781108498982

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Spatial Analysis Methods and Practice by George Grekousis Pdf

An introductory overview of spatial analysis and statistics through GIS, including worked examples and critical analysis of results.

Fundamentals of Spatial Analysis and Modelling

Jay Gao
Fundamentals of Spatial Analysis and Modelling Book PDF

Author : Jay Gao
Publisher : CRC Press
Page : 376 pages
File Size : 49,7 Mb
Release : 2021-12-15
Category : Technology & Engineering
ISBN : 9781000519884

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Fundamentals of Spatial Analysis and Modelling by Jay Gao Pdf

This textbook provides comprehensive and in-depth explanations of all topics related to spatial analysis and spatiotemporal simulation, including how spatial data are acquired, represented digitally, and spatially aggregated. Also features the nature of space and how it is measured. Descriptive, explanatory, and inferential analyses are covered for point, line, and area data. It captures the latest developments in spatiotemporal simulation with cellular automata and agent-based modelling, and through practical examples discusses how spatial analysis and modelling can be implemented in different computing platforms. A much-needed textbook for a course at upper undergraduate and postgraduate levels.

Spatial Analysis for Radar Remote Sensing of Tropical Forests

Gianfranco D. De Grandi,Elsa Carla De Grandi
Spatial Analysis for Radar Remote Sensing of Tropical Forests Book PDF

Author : Gianfranco D. De Grandi,Elsa Carla De Grandi
Publisher : CRC Press
Page : 380 pages
File Size : 46,9 Mb
Release : 2021-03-24
Category : Technology & Engineering
ISBN : 9781000364781

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Spatial Analysis for Radar Remote Sensing of Tropical Forests by Gianfranco D. De Grandi,Elsa Carla De Grandi Pdf

Uniquely focused on specific techniques that provide multi-resolution spatial and temporal analysis of forest structure characteristics and changes. Examines several large and important international remote sensing projects aimed at documenting entire tropical ecosystems. Provides novel wavelet methods for tropical forest structural measures. Includes Python code for a suite of wavelet based time-series and single set InSAR coherence and backscatter speckle filters, available to download.