WHAT IS REMOTE SENSING PDF



What Is Remote Sensing Pdf

Image Classification Techniques in Remote Sensing. Principles of remote sensing: An introductory textbook, Preface Remote Sensing data is one of the primary data sources in GIS analysis. The objective of this material is to provide fundamentals of Remote Sensing technology and its.

Remote Sensing and GIS for Water Resources ERNET

INTRODUCTION TO REMOTE SENSING Semantic Scholar. “Remote Sensing is the art and science of acquiring information about the earth surface without having any physical contact with it. This is done by sensing and recording of reflected and emitted energy., Microwave Remote Sensing There are some remote sensing satellites which carry passive or active microwave sensors. Microwaves have an additional advantage as they can penetrate clouds. . Images can be acquired even when there are clouds covering the earth surface. the interpretation of SAR images requires the knowledge of how microwaves interact with the targets. A microwave imaging system.

“Remote Sensing is the art and science of acquiring information about the earth surface without having any physical contact with it. This is done by sensing and recording of reflected and emitted energy. remote-sensing systems usually don’t benefit from the extra information that a polarized light source provides. Radar and other active remote-sensing systems usually emit

After watching this video, you will be able to explain what remote sensing is, how it is used in geography, and give examples of remote sensing. 1 HYPERSPECTRAL REMOTE SENSING TECHNOLOGY AND APPLICATIONS IN CHINA Qingxi (1) TONG, Bing ZHANG , Lanfen ZHENG(1) (1)The Institute of Remote Sensing …

Interests: remote sensing of vegetation biophysical variables, vegetation and agriculture monitoring, time series analysis, land surface phenology, stress detection, crop modelling, radiative transfer modelling, hyperspectral remote sensing Fundamentals of Remote Sensing . May 19-22, 2015 GEO-Latin American & Caribbean Water Cycle Capacity Building Workshop Cartagena, Colombia 2 Objective To provide a basic understanding of satellite remote sensing and related attributes required for using remote sensing data for environmental applications . May 19-22, 2015

Remote sensing is the process of acquiring details about an object without physical on-site observation using satellite or aircraft. Remote sensors are mounted on the aircraft or satellites to gather data via detecting energy reflected from the Earth. Remote Sensing is: ”the measurement and analysis of electromagnetic radiation reflected from, transmitted through, or absorbed and scattered by the atmosphere, the hydrosphere and by …

REMOTE SENSING BASICS Russell G. Congalton, PhD Professor of Remote Sensing and GIS Department of Natural Resources & the Environment University of New Hampshire Remote Sensing Images Remote sensing images are normally in the form of digital images. In order to extract useful information from the images, image processing techniques may be employed to enhance the image to help visual interpretation, and to correct or restore the image if the image has been subjected to geometric

Remote sensing is the process of acquiring details about an object without physical on-site observation using satellite or aircraft. Remote sensors are mounted on the aircraft or satellites to gather data via detecting energy reflected from the Earth. The goal of ocean color remote sensing algorithms is to distinguish different types of water, and the constituents that determine a particular color.

PRINCIPLES OF REMOTE SENSING Shefali Aggarwal Photogrammetry and Remote Sensing Division Indian Institute of Remote Sensing, Dehra Dun Abstract : Remote sensing is a technique to observe the earth surface or the atmosphere from out of space using satellites (space borne) or from the air using aircrafts (airborne). Remote sensing uses a part or several parts of the electromagnetic spectrum. It Remote Sensing Types So it turns out that passive sensors would miss the sun if it disappeared because active sensors generates its own source of illumination. This is because passive sensors use reflected energy from the sun while active sensors create …

Remote sensing means observing something from a distance. Satellites in space observe the Earth from a distance and help scientists study large tracts of land and how that land changes over time. Optical remote sensing satellites use reflected light to detect electromagnetic energy on the Earth’s surface. The level of energy is represented by the electromagnetic spectrum, which is the range remote sensing have instead been through satellite altimeters (for example, TOPEX- Poseidon, in collaboration with France), scatterometers (NSCAT, jointly with Japan, and QuikSCAT), and systems carried on the space shuttle.

Remote Sensing Natural Resources.pdf PDF Free Download. Use of Remote Sensing in Natural Resource Management. Prepared and presented by D. Lichaa El-Khoury . 1. What is Remote Sensing? For the purposes of this course, we will use the following general definition: “Is the technology of measuring the characteristics of an object or surface from a distance”., NATIONAL OPEN UNIVERSITY OF NIGERIA SCHOOL OF SCIENCE AND TECHNOLOGY COURSE CODE: ESM 392 COURSE TITLE: REMOTE SENSING AND RADIATION PRINCIPLES . MODULE 1 [INTRODUCTION TO REMOTE SENSING AND RADIATION PRINCIPLES] Unit 1: Overview 1.0 Introduction This lesson will provide an overview of remote sensing process. As such, it is aimed at ….

Introduction to Remote Sensing Online Courses

what is remote sensing pdf

Remote Sensing Research Centre. Preface Remote Sensing data is one of the primary data sources in GIS analysis. The objective of this material is to provide fundamentals of Remote Sensing technology and its, files with remote sensing imagery that you can view and study. More Documentation This booklet is intended only as an introduction to basic concepts governing the acquisition, processing, and interpretation of remote sensing.

What Is Remote Sensing? Video & Lesson Transcript. Remote sensing is the process of acquiring data/information about objects/substances not in direct contact with the sensor, by gathering its inputs using electromagnetic radiation or acoustical waves that emanate from the, remote sensing applications in academic disciplines and professional industries. Emphasis is placed on This is an introductory course with no pre-requisites and is designed for GIS professionals enrolled in the GIS Certificate or Associate Degree in GIS Programs. These courses are designed for.

MODULE 2 LECTURE NOTES 2 SPATIAL AND SPECTRAL RESOLUTIONS

what is remote sensing pdf

Remote Sensing Primer NASA Earth Observatory. “Remote Sensing is the art and science of acquiring information about the earth surface without having any physical contact with it. This is done by sensing and recording of reflected and emitted energy. https://en.wikipedia.org/wiki/Remote_sensing_software Remote sensing data has been found useful for biodiversity characterization at landscape level. Preparation of biome/ecological zone maps using satellite remote.

what is remote sensing pdf

  • What Is Remote Sensing? Video & Lesson Transcript
  • PRINCIPLES OF REMOTE SENSING wamis.org

  • •An advantage of airborne remote sensing, compared to satellite remote sensing, is the capability of offering very high spatial resolution images (20 cm or less). •The disadvantages are low coverage area and high cost per unit area of ground coverage. Remote Sensing and GIS Application in Agro-ecological zoning by N.R. Patel [PDF - 0.1 MB] pages 213-233 Crop Growth Modeling and its Applications in Agricultural Meteorology by V. Radha Krishna Murthy [PDF - 0.1 MB]

    25/06/2018 · Remote sensing is the science of obtaining information about objects or areas from a distance, typically from aircraft or satellites. A LIDAR (Light Detection and Ranging) image created with data collected by NOAA's National Geodetic Survey. Remote sensors collect data … Remote Sensing Images Remote sensing images are normally in the form of digital images. In order to extract useful information from the images, image processing techniques may be employed to enhance the image to help visual interpretation, and to correct or restore the image if the image has been subjected to geometric

    Preface Remote Sensing data is one of the primary data sources in GIS analysis. The objective of this material is to provide fundamentals of Remote Sensing technology and its Remote sensing is the art and science of making measurements of the earth using sensors on airplanes or satellites. These sensors collect data in the form of images and provide specialized capabilities for manipulating, analyzing, and visualizing those images. Remote sensed imagery is integrated within a GIS. For more, see the

    CHAPTER 15 Remote Sensing 15.1 REMOTE SENSING Remote sensing is the science of gathering information from a location that is distant from the data source. Image analysis is the science of interpreting specific criteria from a remotely sensed image. An individual may visually, or with the assistance of computer enhancement, extract information from an image, whether it is furnished in … remote sensing applications in academic disciplines and professional industries. Emphasis is placed on This is an introductory course with no pre-requisites and is designed for GIS professionals enrolled in the GIS Certificate or Associate Degree in GIS Programs. These courses are designed for

    •An advantage of airborne remote sensing, compared to satellite remote sensing, is the capability of offering very high spatial resolution images (20 cm or less). •The disadvantages are low coverage area and high cost per unit area of ground coverage. Remote sensing science has provided new, synoptic views of ecological processes and land use impacts since the 1970s, and the development of digital image analysis in the late 1980s added a wide range of potential techniques for research applications.

    Remote sensing means observing something from a distance. Satellites in space observe the Earth from a distance and help scientists study large tracts of land and how that land changes over time. Optical remote sensing satellites use reflected light to detect electromagnetic energy on the Earth’s surface. The level of energy is represented by the electromagnetic spectrum, which is the range REMOTE SENSING BASICS Russell G. Congalton, PhD Professor of Remote Sensing and GIS Department of Natural Resources & the Environment University of New Hampshire

    A remote sensing project typically involves four steps: (1) identifying the problem and determining the objectives; (2) acquiring data based on the understanding of the characteristics of various remote sensing systems/platforms; (3) detecting, identifying, measuring, and analyzing features, objects, phenomena, and processes from remote sensing images; and (4) outputting information in the After watching this video, you will be able to explain what remote sensing is, how it is used in geography, and give examples of remote sensing.

    files with remote sensing imagery that you can view and study. More Documentation This booklet is intended only as an introduction to basic concepts governing the acquisition, processing, and interpretation of remote sensing After watching this video, you will be able to explain what remote sensing is, how it is used in geography, and give examples of remote sensing.

    Principles of remote sensing: An introductory textbook Remote sensing data has been found useful for biodiversity characterization at landscape level. Preparation of biome/ecological zone maps using satellite remote

    Remote Sensing Science Mission Directorate

    what is remote sensing pdf

    What is Remote Sensing?. Hyperspectral remote sensing has gone through rapid development over the past two decades and there is a trend toward the use of hyperspectral image in the application of remote sensing for precision farming. The study analyzed the spectral characteristics of wheat infested by aphid and selected the sensitive bands to aphid damage level. Then, an ADHI was developed using the most sensitive, REFERENCE: Introduction to Remote Sensing. James B. Campbell, 2007, Fourth Edition, The Guilford Press. "It is the science of deriving information about an object without actually coming in contact with it." • Remote sensing as a technology can be said to have started with the appearance of the first photographs. • The so-called aerial photo - emerged in the 1840s with pictures taken from.

    Electromagnetic radiation (EMR) basics for remote sensing

    Applications of High Resolution Remote Sensing in. Remote sensing is the process of acquiring details about an object without physical on-site observation using satellite or aircraft. Remote sensors are mounted on the aircraft or satellites to gather data via detecting energy reflected from the Earth., Remote sensing science has provided new, synoptic views of ecological processes and land use impacts since the 1970s, and the development of digital image analysis in the late 1980s added a wide range of potential techniques for research applications..

    REMOTE SENSING BASICS Russell G. Congalton, PhD Professor of Remote Sensing and GIS Department of Natural Resources & the Environment University of New Hampshire Remote sensing is the process of acquiring data/information about objects/substances not in direct contact with the sensor, by gathering its inputs using electromagnetic radiation or acoustical waves that emanate from the

    1 HYPERSPECTRAL REMOTE SENSING TECHNOLOGY AND APPLICATIONS IN CHINA Qingxi (1) TONG, Bing ZHANG , Lanfen ZHENG(1) (1)The Institute of Remote Sensing … REMOTE SENSING AND GIS APPLICATIONS FOR MAPPING AND SPATIAL MODELLING OF INVASIVE SPECIES Chudamani Joshi aa ,b *, Jan de Leeuw , Iris C. van Durena

    What is remote sensing and digital mapping? As we work to mitigate the impact of disasters and hazards, improve urban planning and development, monitor the state of the environment and adapt to climate change, we are increasingly using the tools of Earth observation, remote sensing and digital mapping. Remote Sensing of Environment serves the Earth observation community with the publication of results on the theory, science, applications, and technology of remote sensing studies. Thoroughly interdisciplinary, RSE publishes on terrestrial, oceanic and atmospheric sensing. The emphasis of the journal is on biophysical and quantitative approaches to remote sensing at local to global scales.

    Use of Remote Sensing in Natural Resource Management. Prepared and presented by D. Lichaa El-Khoury . 1. What is Remote Sensing? For the purposes of this course, we will use the following general definition: “Is the technology of measuring the characteristics of an object or surface from a distance”. Remote Sensing Imagery. Remotely gathered data is available from a range of sources and data collection techniques and is often the only type of data that is …

    Remote Sensing of Environment serves the Earth observation community with the publication of results on the theory, science, applications, and technology of remote sensing studies. Thoroughly interdisciplinary, RSE publishes on terrestrial, oceanic and atmospheric sensing. The emphasis of the journal is on biophysical and quantitative approaches to remote sensing at local to global scales. The goal of ocean color remote sensing algorithms is to distinguish different types of water, and the constituents that determine a particular color.

    remote sensing applications in academic disciplines and professional industries. Emphasis is placed on This is an introductory course with no pre-requisites and is designed for GIS professionals enrolled in the GIS Certificate or Associate Degree in GIS Programs. These courses are designed for The Remote Sensing Research Centre (RSRC) uses remotely sensed data, field-work and spatial models to measure, map and monitor biophysical properties in terrestrial, atmospheric and aquatic environments to better understand and manage the earth’s environments and resources.

    Photogrammetry and remote sensing are two related fields. This is also manifest in national and international organizations. The International Society of Photogram-metry and Remote Sensing (ISPRS) is a non-governmental organization devoted to the advancement of photogrammetry and remote sensing and their applications. It was foundedin1910 Electromagnetic Radiation (EMR) and Remote Sensing. 2 Anything missing in between? Atmosphere Electromagnetic Radiation (EMR) • is radiated by atomic particles at the source (the Sun), • propagates through the vacuum of space at the speed of light, • interacts with the Earth's atmosphere, • interacts with the Earth's surface, • interacts with the Earth's atmosphere once again, and

    25/06/2018 · Remote sensing is the science of obtaining information about objects or areas from a distance, typically from aircraft or satellites. A LIDAR (Light Detection and Ranging) image created with data collected by NOAA's National Geodetic Survey. Remote sensors collect data … Remote Sensing Types So it turns out that passive sensors would miss the sun if it disappeared because active sensors generates its own source of illumination. This is because passive sensors use reflected energy from the sun while active sensors create …

    Remote sensing is the acquisition of information about an object or phenomenon without making physical contact with the object and thus in contrast to on-site observation, especially the Earth. CHAPTER 8: Thermal Infrared Remote Sensing REFERENCE: Remote Sensing of the Environment John R. Jensen (2007) Second Edition Pearson Prentice Hall. 2 Thermal Infrared Remote Sensing Thermal infrared energy is emitted from all objects that have a temperature greater than absolute zero. Therefore, all the features we encounter in the landscape on a typical day (Sun, vegetation, soil, …

    Photogrammetry and Remote Sensing Equipment Since the early days of the anaglyph (red and green glasses) instruments, the manufacturers of photogrammetric equipment have continued to develop new systems, the latest resulting in the introduction of the 'soft copy' plotter. The instrument most commonly used throughout the developed world is the analytical plotter. This is a computer driven Remote Sensing Data Trends In 1972, Landsat-1 was the first satellite to collect Earth reflectance at 60-meter resolution. At this time, unsupervised and supervised classification were the two image classification techniques available.

    remote-sensing systems usually don’t benefit from the extra information that a polarized light source provides. Radar and other active remote-sensing systems usually emit Remote Sensing is: ”the measurement and analysis of electromagnetic radiation reflected from, transmitted through, or absorbed and scattered by the atmosphere, the hydrosphere and by …

    After watching this video, you will be able to explain what remote sensing is, how it is used in geography, and give examples of remote sensing. (ii) Remote sensing allows for classification of soils, which can be interpreted from the remote sensing images and the spectral signatures. (iii) Remote sensing can provide information on the productivity of forests, meadows, wildlife habitat conditions, land-use and recreational suitability, which allows for future protection of the environment.

    Remote sensing is the art or science of obtaining information about an object, an area or a phenomena, through analyzing of data collected by a given device or sensor that has no direct physical contact with the object, area or phenomena being investigated. Photogrammetry and remote sensing are two related fields. This is also manifest in national and international organizations. The International Society of Photogram-metry and Remote Sensing (ISPRS) is a non-governmental organization devoted to the advancement of photogrammetry and remote sensing and their applications. It was foundedin1910

    “Remote Sensing is the art and science of acquiring information about the earth surface without having any physical contact with it. This is done by sensing and recording of reflected and emitted energy. “Remote Sensing is the art and science of acquiring information about the earth surface without having any physical contact with it. This is done by sensing and recording of reflected and emitted energy.

    What are GIS and remote sensing? Knowledge base

    what is remote sensing pdf

    Know Basics of Remote Sensing Quickly and Become Expert. Remote Sensing-Remote Sensing Systems Spatial and spectral resolutions D Nagesh Kumar, IISc, Bangalore 1 M2L2 MODULE – 2 LECTURE NOTES – 2 SPATIAL AND SPECTRAL RESOLUTIONS 1. Introduction In general, the resolution is the minimum distance between two objects that can be distinguished in the image. Objects closer than the resolution appear as a single object in the image. However, in remote, Remote sensing is the acquisition of information about an object or phenomenon without making physical contact with the object and thus in contrast to on-site observation, especially the Earth..

    Electromagnetic Radiation (EMR) and Remote Sensing. Photogrammetry and remote sensing are two related fields. This is also manifest in national and international organizations. The International Society of Photogram-metry and Remote Sensing (ISPRS) is a non-governmental organization devoted to the advancement of photogrammetry and remote sensing and their applications. It was foundedin1910, Interests: remote sensing of vegetation biophysical variables, vegetation and agriculture monitoring, time series analysis, land surface phenology, stress detection, crop modelling, radiative transfer modelling, hyperspectral remote sensing.

    BASIC PRINCIPLES OF REMOTE SENSING IASRI

    what is remote sensing pdf

    Remote Sensing — Journal Editorial Board mdpi.com. Remote Sensing Images Remote sensing images are normally in the form of digital images. In order to extract useful information from the images, image processing techniques may be employed to enhance the image to help visual interpretation, and to correct or restore the image if the image has been subjected to geometric https://en.wikipedia.org/wiki/Remote_sensing_software remote sensing applications in academic disciplines and professional industries. Emphasis is placed on This is an introductory course with no pre-requisites and is designed for GIS professionals enrolled in the GIS Certificate or Associate Degree in GIS Programs. These courses are designed for.

    what is remote sensing pdf

  • www.gdmc.nl
  • An Interdisciplinary Journal REMOTE SENSING OF ENVIRONMENT
  • Introduction to Remote Sensing Online Courses

  • 1 ENV202 – Introductory Remote Sensing Wk 2 Dr Karen Joyce School of Environmental and Life Sciences Bldg Purple 12.3.09 1 Lecture 2 – Understanding Electromagnetic REMOTE SENSING BASICS Russell G. Congalton, PhD Professor of Remote Sensing and GIS Department of Natural Resources & the Environment University of New Hampshire

    1 HYPERSPECTRAL REMOTE SENSING TECHNOLOGY AND APPLICATIONS IN CHINA Qingxi (1) TONG, Bing ZHANG , Lanfen ZHENG(1) (1)The Institute of Remote Sensing … REMOTE SENSING BASICS Russell G. Congalton, PhD Professor of Remote Sensing and GIS Department of Natural Resources & the Environment University of New Hampshire

    1 Resolutions of Remote Sensing 1. Spatial (what area and how detailed) 2. Spectral (what colors – bands) 3. Temporal (time of day/season/year) 4. 2 What is Remote Sensing ? “Remote Sensing is defined as the science and technology by which characteristics of objects of interest can be identified

    Remote sensing means observing something from a distance. Satellites in space observe the Earth from a distance and help scientists study large tracts of land and how that land changes over time. Optical remote sensing satellites use reflected light to detect electromagnetic energy on the Earth’s surface. The level of energy is represented by the electromagnetic spectrum, which is the range Use of Remote Sensing in Natural Resource Management. Prepared and presented by D. Lichaa El-Khoury . 1. What is Remote Sensing? For the purposes of this course, we will use the following general definition: “Is the technology of measuring the characteristics of an object or surface from a distance”.

    Remote sensing data has been found useful for biodiversity characterization at landscape level. Preparation of biome/ecological zone maps using satellite remote REMOTE SENSING BASICS Russell G. Congalton, PhD Professor of Remote Sensing and GIS Department of Natural Resources & the Environment University of New Hampshire

    Remote Sensing-Remote Sensing Systems Spatial and spectral resolutions D Nagesh Kumar, IISc, Bangalore 1 M2L2 MODULE – 2 LECTURE NOTES – 2 SPATIAL AND SPECTRAL RESOLUTIONS 1. Introduction In general, the resolution is the minimum distance between two objects that can be distinguished in the image. Objects closer than the resolution appear as a single object in the image. However, in remote Remote Sensing (ISSN 2072-4292) is a peer-reviewed open access journal about the science and application of remote sensing technology, and is published monthly online by MDPI.

    Remote sensing definition, the science of gathering data on an object or area from a considerable distance, as with radar or infrared photography, to observe the earth or a heavenly body. See more. Preface Remote Sensing data is one of the primary data sources in GIS analysis. The objective of this material is to provide fundamentals of Remote Sensing technology and its

    (ii) Remote sensing allows for classification of soils, which can be interpreted from the remote sensing images and the spectral signatures. (iii) Remote sensing can provide information on the productivity of forests, meadows, wildlife habitat conditions, land-use and recreational suitability, which allows for future protection of the environment. A remote sensing project typically involves four steps: (1) identifying the problem and determining the objectives; (2) acquiring data based on the understanding of the characteristics of various remote sensing systems/platforms; (3) detecting, identifying, measuring, and analyzing features, objects, phenomena, and processes from remote sensing images; and (4) outputting information in the

    Remote Sensing Images Remote sensing images are normally in the form of digital images. In order to extract useful information from the images, image processing techniques may be employed to enhance the image to help visual interpretation, and to correct or restore the image if the image has been subjected to geometric The Remote Sensing Research Centre (RSRC) uses remotely sensed data, field-work and spatial models to measure, map and monitor biophysical properties in terrestrial, atmospheric and aquatic environments to better understand and manage the earth’s environments and resources.

    •An advantage of airborne remote sensing, compared to satellite remote sensing, is the capability of offering very high spatial resolution images (20 cm or less). •The disadvantages are low coverage area and high cost per unit area of ground coverage. files with remote sensing imagery that you can view and study. More Documentation This booklet is intended only as an introduction to basic concepts governing the acquisition, processing, and interpretation of remote sensing

    Principles of remote sensing: An introductory textbook Remote Sensing Images Remote sensing images are normally in the form of digital images. In order to extract useful information from the images, image processing techniques may be employed to enhance the image to help visual interpretation, and to correct or restore the image if the image has been subjected to geometric

    “Remote Sensing is the art and science of acquiring information about the earth surface without having any physical contact with it. This is done by sensing and recording of reflected and emitted energy. Remote sensing is the process of acquiring details about an object without physical on-site observation using satellite or aircraft. Remote sensors are mounted on the aircraft or satellites to gather data via detecting energy reflected from the Earth.

    Remote sensing means observing something from a distance. Satellites in space observe the Earth from a distance and help scientists study large tracts of land and how that land changes over time. Optical remote sensing satellites use reflected light to detect electromagnetic energy on the Earth’s surface. The level of energy is represented by the electromagnetic spectrum, which is the range 1 ENV202 – Introductory Remote Sensing Wk 2 Dr Karen Joyce School of Environmental and Life Sciences Bldg Purple 12.3.09 1 Lecture 2 – Understanding Electromagnetic

    Remote sensing is the process of acquiring data/information about objects/substances not in direct contact with the sensor, by gathering its inputs using electromagnetic radiation or acoustical waves that emanate from the •An advantage of airborne remote sensing, compared to satellite remote sensing, is the capability of offering very high spatial resolution images (20 cm or less). •The disadvantages are low coverage area and high cost per unit area of ground coverage.

    Remote sensing is the art and science of making measurements of the earth using sensors on airplanes or satellites. These sensors collect data in the form of images and provide specialized capabilities for manipulating, analyzing, and visualizing those images. Remote sensed imagery is integrated within a GIS. For more, see the Remote Sensing Remote sensing is a tool or technique similar to mathematics. Using sensors to measure the amount of electromagnetic radiation (EMR) exiting an object or geographic area from a distance and then extracting valuable information from the data using mathematically and statistically based algorithms is a scientific activity. It functions in harmony with other spatial data-collection

    Keywords: Remote Sensing, Image Classification, K-means Classifier, Support Vector Machine 1. Image Classification Based on the idea that different feature types on the earth's surface have a different spectral reflectance and remittance properties, their recognition is carried out through the classification process. In a broad sense, image classification is defined as the process of Remote Sensing Images Remote sensing images are normally in the form of digital images. In order to extract useful information from the images, image processing techniques may be employed to enhance the image to help visual interpretation, and to correct or restore the image if the image has been subjected to geometric