Top Banner
The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam Kanagaratnam & Sivaprasad Gogineni Radar Systems and Remote Sensing Lab ITTC University of Kansas 2335 Irving Hill Road, Lawrence, KS 66045 Tel: 785/864-7742, Fax: 785/864-7789 E-mail: [email protected]
17

The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

Dec 19, 2015

Download

Documents

Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Ice Thickness MeasurementsOver Antarctica

andOverview of PRISM

Pannirselvam Kanagaratnam & Sivaprasad Gogineni

Radar Systems and Remote Sensing Lab

ITTC

University of Kansas

2335 Irving Hill Road, Lawrence, KS 66045

Tel: 785/864-7742, Fax: 785/864-7789

E-mail: [email protected]

Page 2: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Motivation

• Recently outlined in an article titled “On Thin Ice?” in Scientific American (Dec 2002).

• How soon humanity will have to move inland depends in great part on how quickly West Antarctica’s massive ice sheet shrinks.

• It holds more than three million cubic kilometers of freshwater.

• Global sea level would rise five meters if the ice sheet were to disintegrate completely.

• It would swamp coastal lowlands and force many of their two billion inhabitants to retreat inland.

Page 3: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Introduction

• The Pine Island and Thwaites glaciers (PIG/TG) are the fastest measured glaciers in Antarctica.

• They have been identified as the part of the West Antarctica ice sheet most prone to instability.

• The reasons for the rapid retreat of these glaciers have not been resolved, due to insufficient data.

• In particular, the role of ice shelves in regulating the ice discharge of these glaciers has been a point of contention in the glaciology community.

Page 4: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Approach

• To help resolve this issue, the Centro de Estudios Científicos (CECS) and NASA, with the support of the Armada de Chile, conducted airborne remote sensing missions.

• We conducted four missions over the PIG/TG regions and two missions over the Antarctic Peninsula.

• The University of Kansas operated its Coherent Radar Depth Sounder (CORDS) to measure the thickness in these regions.

• NASA operated its Laser Altimeter Topographic Mapper (ATM) to measure the surface elevation.

Page 5: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

System Description

• COherent Radar Depth Sounder (CORDS) is a coherent pulse-compression radar.

• The combination of pulse compression and coherent processing has allowed us to obtain high-sensitivity and high-resolution in the along-track direction while keeping the transmitted power low.

• CORDS transmits a 140-160 MHz chirp signal with 200 Watts of peak power (<4 W average power) and has a vertical resolution of about 5 meters in ice.

• We used four-element dipole arrays on either side of the wing to transmit and receive the radar signals

Page 6: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

System Description (II)

CORDS installed in a rack onthe Chilean Navy’s P-3

Dipole antenna array mounted on the wing of the P-3

Page 7: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

System Parameters

Page 8: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Signal Processing

We performed the following signal processing steps:1) 10 coherent averages are done to reduce the random noise.2) The DC offset is estimated using the tail end of the A-scope where there

are no signals from ice. It is then subtracted from the A-Scope. 3) Gain compensation is applied to normalize the noise power in the

echogram. DC offset removal and gain compensation remove the fluctuations in the intensity levels of the noise. This results in an echogram that has good contrast between the ice features and the background noise.

4) Coherent Noise Reduction is performed to remove coherent noise such as antenna leakage and feed-through signals. An estimate of the coherent noise is obtained by averaging the received signal over a fairly long period (5 seconds). This ensures that signals from the ice decorrelate. The coherent noise estimate is then subtracted from each record.

Page 9: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Flight Lines

2002 Antarctica Missions

Page 10: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Pine Island Glacier

Radio echogram along Pine Island Glacier Thickness profile along Pine Island Glacier

Page 11: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Thwaites Glacier

Radio echogram across Thwaites Glacier Thickness profile across Thwaites Glacier

Page 12: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

A-Scopes

Rough bedrock Smooth bedrock

Page 13: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Summary

• The Pine Island and Thwaites glaciers are the fastest measured glaciers in Antarctica.

• The reasons for their fast retreat have not been determined, due to insufficient data.

• NASA and CECS conducted four airborne missions over PIG and TG to measure the surface elevation and ice thickness.

• The University of Kansas operated its Coherent Radar Depth Sounder to obtain ice thickness over these glaciers.

• We were successful in measuring the ice thickness over 99% of the PIG and TG flight lines.

Page 14: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Polar Radar for Ice Sheet Measurements (PRISM)

• This project aims to design and develop a sensor web with intelligent radars to measure ice thickness and determine bedrock conditions below the ice sheets in Greenland and Antarctica.

• Grant from NSF and NASA• International collaboration

• University of Alaska-Fairbanks• NASA's Jet Propulsion Laboratory• Ohio State University• U.S. Army Cold Regions Research and Engineering Laboratory• University of Chicago• University of Copenhagen (Denmark)• Alfred Wegner Institute (Germany)• University of Bristol (UK)• Australian Antarctic Division• Phoang Institute of Technology (Korea)

• Involves the following labs in ITTC• Radar Systems & Remote Sensing• Intelligent Systems & Information Management• Networking & Distributed Systems• Wireless Communications & Digital Signal Processing

Page 15: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Objective and Method

• Three main objectives:a) determine the presence or absence of a film of water between

the ice and the bedrock;b) measure ice thickness andc) map internal layers in both shallow and deep ice.

• Monostatic/Bistatic SAR generates two-dimensional reflectivity maps of the ice bed for determining basal conditions, including the presence of water.

• The dual-mode radar measures ice thickness and maps internal layers in both shallow and deep ice.

• The system must– collect, process and analyze radar data in conjunction with a

priori information— RADARSAT– determine and select an optimum sensor configuration–

bistatic or monostatic SAR and platforms’ distance– have intelligence—a requirement for future planetary

sensors.

Page 16: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Sensors

• Each rover will be equipped with

– A monostatic/bistatic synthetic aperture radar (M/BSAR)

– A multi-frequency dual-mode radar for determining ice thickness (h) and near-surface internal layers.

– Sensors for navigation and communication

– Intelligent processor, command and control system.

• The distance between platforms (d) for SAR imaging is a function of ice thickness, which is measured by the dual-mode radar.

Page 17: The University of Kansas Department of Electrical Engineering and Computer Science Ice Thickness Measurements Over Antarctica and Overview of PRISM Pannirselvam.

The University of KansasDepartment of Electrical Engineering and Computer Science

Outreach

• PRISM has a strong public outreach and educational program.• Alliances with staff from Haskell Indian Nations University and

ALTEC (Advanced Learning Technologies).• The K-12 outreach will provide educational resources related to:

a) polar regions and their inhabitantsb) global weather and climatic changec) radard) robotics

• There will also be near-real-time broadcasts of data from the field. • Will transform the data into maps more easily understood by the

general public.• http://www.ku-prism.org/