<![CDATA[
<BODY>
NOTE: This is a frame enhanced page. Best viewed in a web browser that supports frames (e.g. Netscape or Internet Explorer).
<HR>
<H1><CENTER>Neural Network Empirical Solutions for Remote Sensing Problems</CENTER></H1>
<HR>
<H2>Table of Contents</H2>
<H4>Select a slide or start at the <A HREF="fslide1.html">beginning</A>.</H4>
<UL>
<LI><A HREF="fslide1.html">Neural Network Empirical Solutions for Remote Sensing Problems</A>
<BR><LI><A HREF="fslide2.html">Recommended Reading</A>
<BR><LI><A HREF="fslide3.html">Outline</A>
<BR><LI><A HREF="fslide4.html">Continuous Mapping</A>
<BR><LI><A HREF="fslide5.html">Mapping: examples</A>
<BR><LI><A HREF="fslide6.html">ANN - Nonlinear Input to Output Mapping</A>
<BR><LI><A HREF="fslide7.html">A neuron (unit, PE) from inside</A>
<BR><LI><A HREF="fslide8.html">Activation Function</A>
<BR><LI><A HREF="fslide9.html">NN as a universal tool for approximation or continuous mapping</A>
<BR><LI><A HREF="fslide10.html">NN training</A>
<BR><LI><A HREF="fslide11.html">NNs vs. Regressions</A>
<BR><LI><A HREF="fslide12.html">Main properties of NNs:</A>
<BR><LI><A HREF="fslide13.html">Satellite Forward and Inverse Problems As Nonlinear Mappings</A>
<BR><LI><A HREF="fslide14.html">Satellite Data Utilization</A>
<BR><LI><A HREF="fslide15.html">Special Sensor Microwave Imager</A>
<BR><LI><A HREF="fslide16.html">Evolution of the NN architecture for SSM/I retrievals</A>
<BR><LI><A HREF="fslide17.html">Error budget (m/s) for different SSM/I wind speed algorithms (€15,000 buoy/SSMI matchups)</A>
<BR><LI><A HREF="fslide18.html">NN vs. GSW: Areal Coverage</A>
<BR><LI><A HREF="fslide19.html">Storm in Atlantic 1/5/98</A>
<BR><LI><A HREF="fslide20.html">Storm in Pacific 3/12/99</A>
<BR><LI><A HREF="fslide21.html">Storm in Atlantic 2/25/98</A>
<BR><LI><A HREF="fslide22.html">Validation: Buoys vs. GDAS </A>
<BR><LI><A HREF="fslide23.html">Columnar Water Vapor </A>
<BR><LI><A HREF="fslide24.html">Columnar Liquid Water</A>
<BR><LI><A HREF="fslide25.html">NN Empirical Forward Model for SSM/I</A>
<BR><LI><A HREF="fslide26.html">Comparison of physically based radiative transfer and empirical NN forward models (€7,000 buoy/SSMI matchups)</A>
<BR><LI><A HREF="fslide27.html">How to Apply NNs</A>
<BR><LI><A HREF="fslide28.html">How to Apply NNs</A>
<BR><LI><A HREF="fslide29.html">Conclusions (1)</A>
<BR><LI><A HREF="fslide30.html">Conclusions (2)</A>
</UL>
<P>
<H6><HR>
<CENTER>Back to <A HREF="/mmab/people/kvladimir.html" TARGET="_blank">Home Page</A></CENTER>
<CENTER><A HREF="mailto:Vladimir.Krasnopolsky@noaa.gov">Comments or Questions?</A></CENTER>
<CENTER><I>Last update: 7/2/99</I></CENTER>
</H6>
</BODY>
]]>