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Chapter 5: Applications of remote sensing and models Chapter 5. Using Remote Sensing and Models to Understand the Ecology of Landscapes Alan Zheng University of Toledo E. Raymond Hunt, Jr., Paul C.

This is largely because of advances in technology, which facilitate the direct observations of changes in the environments from which data must be analyzed. Remote sensing applications are becoming used in many fields of study. Remote sensing data can be collected with satellites that can be placed at a fixed distance from an area, thus reducing the amount of time and labor required to measure a significant environmental change, and allowing more direct mapping of variables that occur at a much smaller spatial scale. This article is a technical review for remote sensing methods and applications that can be used for studying the environment. 2. CONCLUSION Over the past five to ten years, several technologies have helped the field of ecology move away from the traditional empirical field studies to more theoretical approaches. A major result of this trend has been that remote sensing has emerged as a valuable tool for ecological studies. The use of remote sensing has grown significantly as new techniques and techniques have been developed that are used in applications ranging from landscape ecology to ecosystem dynamics. For instance, remote sensing with multi spectral LIDAR scanning has been developed as a tool for studying ecosystem structure. In a similar vein, data gathered with remotely sensed techniques can be used to provide a snapshot of ecological phenomena at specific spatial scales. These methods, however, have not yet been systematically applied across large-scale models. In addition, many ecologists find the remote sensing methodologies used for global atmospheric models to be difficult to interpret. In this article, we review remote sensing and model applications that have emerged from both theory and empirical studies. The review focuses primarily on application to biological models of the ecology of the land. In addition, we discuss methods for analyzing and analyzing a variety of remote sensing data that are utilized in ecological studies. Because of these developments, we suggest that the time has come to shift the emphasis of the field of ecology away from empirical techniques to the development of new techniques and new approaches. 3. BACKGROUND 3.1. Ecological Perspectives on Remote Sensing 4. DESCRIPTION A remote sensing study is a method by which the physical environment is imaged from a satellite and analyzed for environmental processes occurring at specific spatial and temporal scales. The aim of a remote sensing study is to obtain data at a sufficient spatial and temporal resolution to accurately detect a particular environmental factor, with the understanding that the study area or system may be an ensemble of related components. 5. INTRODUCTION Remote sensing has played an important role in ecology and other disciplines in remote sensing for many decades.

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