1 New Approaches to the Use and Integration of Multi-Sensor Remote Sensing for Historic Resource...

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New Approaches to the Use and Integration of Multi-Sensor Remote

Sensing for Historic Resource Identification and Evaluation

Project Number CS-1263

W. Fredrick LimpCenter for Advanced Spatial Technologies

University of Arkansas, Fayetteville

In Progress Review Meeting

April 2004

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Exploration and assessments of the application of innovative fusion methods to a suite of ground, aerial and space-based sensor data for the

• detection and identification of surface and subsurface archeological features

• identification of best modality and modality mixes

• development of COTS based multi-instrument fusion software capabilities

Technical Objective

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Field Work -Geophysical Data Acquisition

Project Initiation

Aerial & Satellite Data Acquisition

Raw Data Pre-processing Design and PopulateGIS Databases

Archeological Field Testing

Analysis AssessmentSoftware Enhancement

Assessment matrixInstrument/condition

Instrument comboModality worth

SoftwarePublications

Technical Approach

InitiatePreliminaryAnalysisUsingExistingDatasets

Data AnalysisFusion Software Development

Limited additionalgeophysical acquisition

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Data Acquisition at Project Initiation (geophysical, thermal, optical)

Technical Approach

A = Acquire, E = Existing NA = Conditions not appropriateAll proposed efforts have been coordinated w/ installations by Hargrave at USACE/CERL

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Technical Approach

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Technical Approach

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AccomplishmentsFrom our QPR…• T1. Installation Coordination

• T2. Acquire aerial, thermal and satellite data– Acquire thermal data at Ft

Benning – Acquire thermal data at

Savannah River • T3. Geophysical fieldwork

– Ft. Bliss completed• T4. Preprocess data sets

– Satellite imagery– Ft. Bliss geophysical data– Ft. Bliss ATLAS– Ft. Benning geophysical– Savannah River

geophysical– Ft. Riley thermal

Processing of initial thermal data has yielded substantial problems with data quality including low dynamic range and jitter in frame grabber. Development of new processing approaches and acquisition of new recording device are anticipated to correct problems and acquisition is to be repeated (at no cost to project). A second attempt to acquire imagery on 3/27/2004 was unsuccessful due to aircraft platform instability from high winds. The sensor properties require a very slow flight speed. A third no-cost re-flight is planned.

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Accomplishments (2)

• T5. Establish GIS databases– Ft. Riley, Ft. Benning, Savannah River, Ft. Bliss

• T6 Data Analysis and Fusion – Multivariate/statistical fusion

• Ft. Benning• Savannah River• Ft. Riley

– Image segmentation and object classification • Whistling Elk

– First milestones scheduled for completion later in 2004

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Accomplishments (3)T7. Technology Transfer/PublicationsScheduled as a Year 3 task

To date presentations at Society for Historic Archaeology, Plains Conference, Society for American Archaeology, Arkansas Academy of Sciences

T8. Archeological InvestigationYear 3 Task/milestones

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Accomplishments (4)

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Ft. Riley – Army City

WW I

• Resistivity• Magnetic Susceptibility• Magnetic Gradiometry• GPR – Radar• Then – Now• Preliminary Data Fusion with

Principle Components Analysis

• RGB Composite of PCAs

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Kasita Town Resistivity

• Kasita Magnetometry• Kasita Radar

Very preliminary data processing

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Silver Bluff Resistivity

• Silver Bluff Magnetometry• Silver Bluff GPR

Very preliminary data processing

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ACTION ITEMS

NONE

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FY 05 Program Plan

In FY 04 $ - Combines elements of original Year 2 + Year 3

Task 3. Geophysical Fieldwork $ 29kTask 6 . Data Analysis and Fusion$ 127k

Fusion Analysis/Modality Worth $ 86kTask 7. Technology Transfer $ 14kTask 8. Archeological Investigations $ 138kTask 9 . Conyers Consulting $ 1.2kTask 10. Technical reports/conference $ 16k

Total $412K

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Program Plan

Installation coordinationAcquire aerial & satellite data

Geophysical fieldwork

Preprocess data setsEstablish GIS databases Data analysis & fusion

Develop field testing program

Archeology field testing / validationProject analysis, evaluation, reportingConferences and reporting

Year 1 Year 2 Year 3 Task

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Task Year 3

Installation coordination

Acquire aerial & satellite data

Geophysical fieldwork

Preprocess data sets

Establish GIS databases

Data analysis and fusion

Develop field testing program

Archeology field testing/validation

Project analysis, evaluation, testing

Conferences and reporting

Calendar 2004 Calendar 2005

Program Plan Detail Year 3

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Program FundingUA CERL NASA

$K $K $KFY03Installation coordination 6.1Geophysical fieldwork 6 (Geoscan sub)Thermal data acquisition 4.5 6.1Preprocessing of data sets 17.7

6 (Geoscan sub)Data analysis & fusion 40.8Conyers consulting 3Conference attendance, rpt prep. 16.3Total 102

FY04Archeological fieldwork 138.4Geophysical fieldwork 29.3Data analysis & fusion 73.3

53.6 (SRI sub)

Conyers consulting 1.2Fusion analysis, modality worth 49.2 36.9

Technology transfer 14 Conference attendance, rpt prep. 16.4Total 412

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Obligations/Expenditures

0

100

200

300

400

500

600

700

800

900

PlannedObligated

Actual Obligated

PlannedExpended

Actual Expended

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Transition Plan

• Installation specialists through the USACE-CERL report series and individual efforts of Dr. Hargrave

• Traditional scholarly publication and meeting presentations

• UA SERDP New Approaches Websitehttp://www.cast.uark.edu/cast/serdp

• North American Database of Archeological Geophysics (NADAG) http://www.cast.uark.edu/nadag/.

– On-line system supported by the National Center for Preservation Technology and Training

– Central source of surface remote sensing data in the U.S.

• Commercial partners– Geoscan– SRI

• Use of COTS solutions– Definiens Imaging– ESRI

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Technical Backup

Technical Backup