ESCI 442/542: Introduction to Remote Sensing

Links to web pages with useful Remote Sensing Information

Last Updated 11/24/2024; Page under revision….sorry for the clutter.

Please let me know ASAP if you find that any of these links seem to be defunct.  Also, please let me know of any other useful links that you find.

 

 

Sources of satellite images for illustration (not data)

NASA Visible Earth

Operational Significant Events Imagery (NOAA site with imagery on current fires, floods, etc.)

USGS Earthshots: Imagery illustrating environmental change with descriptive text

Links to sites containing imagery the Dec. 2004 Tsunami in the Indian ocean  Added 1/5/2005

Huricane Katrina Imagery (added 1/5/2006):

http://ngs.woc.noaa.gov/storms/katrina/24425133.jpg

http://www.nasa.gov/vision/earth/lookingatearth/h2005_katrina.html

 

Government Agencies:

NASA Home Page  (Very general information)

NASA Mission to Planet Earth Home Page  (NASA Science; more technical)

US Geological Survey Home Page

Canadian Center for Remote Sensing Home Page

National Remote Sensing Agency: Dept. of Space; Government of India

Japan Aerospace Exploration Agency

European Space Agency

 

Private Remote Sensing Consulting Firms:

Watershed Sciences: Applied Remote Sensing and Analysis (Corvallis and Portland, OR)

 

Information on Selected Satellites:

High Spatial Resolution (“IKONOS-type” data; <4m): this link goes to my table summarizing most of the current options

Summary of current satellite specs at Satellite Imaging Corporation website

Nano-satellites: Aquilaspace

Nano-satellites Planet Labs

https://www.urthecast.com: A series of sensors carried on the International Space Station

 

Moderate Spatial Resolution (“Landsat-type” data; ~30m)

ASTER (Advanced Spaceborne Thermal Emission and Reflection Radiometer) This is a new (12/99) sensor that is part of the Earth Observing System. Data from this sensor is available for free. Among other things, it provides data from the visible and near-IR with a spatial resolution of 15m. 

Landsat System: 15-80m spatial resolution.  The workhorse for regional remote sensing.  Seven different Landsat satellites have been launched since 1972.

Landsat Info from the USGS

Nice description of how to find Landsat data, download it and import it into ENVI

Earth Orbiter 1 (Test Platform for the next generation of Landsat-type sensors)

Landsat Data Continuity Mission: Planning for a Landsat 7 replacement.  Currently planning for launch in 2011.

SPOT Home Page: French competitor to the Landsat series of satellites.

Web Enabled Landsat Data (WELD): (Link 1) (Link 2)

Note that quite a few “local” Landsat images are available on the J-drive at J:\GEO\GEO_data\NW_Region\Landsat.  Many of these images have been pre-processed to create ERDAS or ENVI files and many of them have been co-registered to one another to facilitate change detection analyses.

 

Low Spatial Resolution (250m – 4km)

MODIS: Moderate Resolution Imaging Spectrometer: 250-1000m spatial resolution in 36 spectral bands.

NOAA Polar Orbiter Data Users Guide (AVHRR Information): 1-4km spatial resolution.  Used for continental to global-scale studies.

Defense Meteorological Satellite Program: Various applications, including monitoring of night-time city lights as an index of urban and suburban sprawl.  This has also been used to model impervious surfaces at 1km resolution for the coterminous U.S..  A ten-year time series is available

 

Other Systems

Shuttle Radar Topography Mission (This February 2000 mission collected high resolution topographic data covering 80% of the earth's surface. When data processing is complete, this will provide the most complete global topographic data set ever.)

ICESAT: (Ice, Cloud, and land Elevation Satellite) is the benchmark Earth Observing System mission for measuring ice sheet mass balance, cloud and aerosol heights, as well as land topography and vegetation characteristics.  This is the first spaceborne LIDAR instrument.

 

Sources of Imagery:

Satellite Imaging Corporation: Reseller of satellite data from other companies.  They also do preprocessing of data.  Their website includes a nice summary of the characteristics of a wide range of satellites and sensors (sensor info).

USGS Earth Explorer: source of free imagery

NASA Global Change Master Directory (Comprehensive searchable directory for data sets on Global Change)

University of Maryland; Global Land Cover Facility (source of global data sets on land cover)

EROS Data Cener (another USGS site: source of satellite data)

Microsoft Tera Server Web Page: A place to search for available air photos and satellite images

USGS EROS Data Center: Distributed Active Archive Center. This is a source for lots of FREE imagery from many different sensors.

USGS Global Fiducials Library: Archive of declassified intelligence satellite imagery from selected sites

 

Existing Vegetation Maps Derived from Satellite Imagery:

 NOAA: Pacific Coast Land Cover Change Project (C-CAP): Based on 30m Landsat data from 1995-2005.  Good for broad LULC classes.  Little detail on different forest structure and composition.  Note that we have this layer available on the J-drive at: J:\GEO\GEO_data\NW_Region\Landsat_Derived

Bureau of Land Management: Oregon and Washinton; Interagency Vegetation Mapping Project: IVMP is a joint effort of the US Forest Service and the BLM.  It supports the Northwest Forest Plan and it is intended to provide detailed, consistent data on forest structure and composition for the entire range of the Northern Spotted Owl.  All vegetation layers are based on Landsat data from the mid-1990s.  Four data layers are provided: Total % vegetation cover, % conifer cover, % broadleaf cover and conifer size (Quadratic Mean tree Diameter).  Links to several other vegetation mapping efforts – other than IVMP - are also available from this site.  Also note that we have this layer available on the J-drive at: J:\GEO\GEO_data\NW_Region\Landsat_Derived

Multiresolution Land Characterization Consortium

Also note that we have a Landsat-based change detection layer for the PNW region.  This layer delineates areas subjected to timber harvest and fire during different time periods from about 1972-2004.  This can be found on the J-drive at: J:\GEO\GEO_data\NW_Region\Landsat_Derived

 

Ancillary Data (DEMs, Climate data, etc.):

Gifford Pinchot National Forest: GIS Data

National Geospatial Intelligence Agency

PRISM Climate Mapping Program (State, Regional and National Level Climate Data Layers)

REI.com; Horizon Maps (downloadable custom topo maps)

U.S. Census Bureau, TIGER Map Service (digital map database)

Washington State Dept. of Natural Resources: GIS Data

Washington State Department of Ecology

USGS National Seamless Map Server

 

 

 

 

Image Processing Software:

PCI Image Processing Software

ERDAS Image Processing Software

ENVI Image Processing Software

Image Analyst

TNT-MIPS

eCognition

Orfeo Image processing software (free): A product of the French Space Agency; Capable of image segmentation.

Open Source Image Processing Software

 

Educational Material:

Remote Sensing Core Curriculum (Sponsored by NASA and the Amer. Soc. Of Photogrmmetry and Remote Sensing)

Remote Sensing Tutorial (Developed by the Applied Information Sciences Branch (Code 935) at NASA's Goddard Space Flight Center)

Fundamentals of Remote Sensing (web page for a remote sensing course offered at Brevard Community College in Florida. The course is based on the use of the text by Lillesand and Kieffer and provides several lab exercises that are based on the use of PCI Image processing software. The web page provides an good set of lecture notes in Microsoft Power Point format.)

Remote Sensing Imagery for Natural Resources Monitoring: A Guide for First Time Users; by D. Wilkie and J. Finn (This is a web page maintained by the authors of a book we are not using for this course. The web page has many useful links)

 

Global Positioning System Information:

The-difference-between-gps-and-gis

GPStracklog: GPS Reviews, News, Tips and Tricks

Trimble Navigation GPS

Geoline (distributors of Trimble products)

Magellan GPS

US Forest Service GPS Links (lots of links with useful information on GPS)

GPS Overview: Online short course by Peter Dana at the Dept. of Geography, U. of Texas at Austin

GPS Information Exchange: NASA website with examples of GPS applications from around the world

GPS Overview

General Information on the use of GPS in various applications (Thanks to Jenna Hill and her students in Colorado for forwarding this link to me!)

The-History-of-GPS-for-Vehicle-Navigation

 

LIDAR Resources and Information:

 

USGS Center for LIDAR Information Coordination and Knowledge (CLICK): Good source of information; Listserv

 

http://gisdata.usgs.net/website/lidar/viewer.php

 

Michael Lefsky's Home Page

 

Another Michael Lefsky Home Page

 

Lefsky's List of Lidar Related Site

 

British Columbia Centre for Applied Remote Sensing, Modelling and Simulation at the University of Victoria

 

http://www.asprs.org/publications/pers/2007journal/february/highlight.pdf

 

ICESAT: first spaceborne LIDAR instrument

 

Note that we have quite a bit of “local” LIDAR data available on the J-drive at: J:\GEO\GEO_data\NW_LIDAR

 

 

 

LIDAR Software:

TerraScan: Commercial

 

FUSION: USFS Software: Free

 

Additional FUSION functionality

 

 

Your text book also includes a list of other useful links on Page 594 (page 592 in the 2nd edition) and elsewhere.



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