Lois Delcambre, OSU CS Colloquium Series1 NSF DIGITAL GOVERNMENT PROGRAM Harvesting Information to...
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Lois Delcambre, OSU CS Colloquium Series 1
Harvesting Information to Sustain our Forests
NSF DIGITAL GOVERNMENT PROGRAMNSF DIGITAL GOVERNMENT PROGRAM
Lois Delcambre, ProfessorComputer Science and Engineering
OGI School of Science & Engineering
Oregon Health & Science University
CS Colloquium Series – Oregon State University
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Lois Delcambre, OSU CS Colloquium Series 2
Overview of the Talk
• Introduction to the project & application
• Metadata++
• Superimposed Schematics
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Lois Delcambre, OSU CS Colloquium Series 3
Partner: USDA Forest Service
(Region 6)Dr. Tim Tolle,
Co-Project Director
Focus: Adaptive Management
Areas
Agency documents
Natural resource manager
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Lois Delcambre, OSU CS Colloquium Series 4
The academic team
Computer ScienceLois Delcambre
Dave MaierMat Weaver
Shawn BowersBill Howe
Sun MurthyRupa Tummala
Environmental Science& EngineeringPatty ToccalinoJulia Norman
Kirsten Zillman
Management inScience & Tech.
Fred PhillipsNicole StecklerMarianne Koch
Balbinder Banga
Len Shapiro, PSUUndergraduate students
high-school apprentice(s)
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Lois Delcambre, OSU CS Colloquium Series 5
Documents
• Vary in format (text, map, dataset, …)
• Vary in purpose (formal assessment, informal letter, …)
• Represented by document proxies
Metadata++
documentproxies
Xkb Elkuo I Lksuero Mosei Xoi vet t;osu 0359u
url1
url2
Call John @(503)555-1234
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Lois Delcambre, OSU CS Colloquium Series 6
Capabilities of The Forest PortalDocumentDocumentUploadUpload
File:
Author:
Browse
Title:
Type:
Contact:
Notes:
More...
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Lois Delcambre, OSU CS Colloquium Series 7
Capabilities of The Forest PortalMetadataMetadataAttachmentAttachment
Metadata
Browse
Property Value
Browse
Browse
Browse
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Lois Delcambre, OSU CS Colloquium Series 8
Capabilities of The Forest Portal
SearchSearchKeyword Search
SearchKeyword:
Browse Category
Location > Region 6 > Wenatchee National Forest
BOR Road Issues A memo to the U.S. Department of the …[Metadata] [Similar Documents]
Appeal Decision: Plum Creek Checkerboard …Final decision, pursuant to 36 CFR 215, appeal on …[Metadata] [Similar Documents]
Interstate 90 Final Record of DecisionDocuments my rationale and selection of Alternatives …[Metadata] [Similar Documents]
Interstate 90 LegislationConference report on H.R. 438, making Omnibus …[Metadata] [Similar Documents]
Metadata Search
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Lois Delcambre, OSU CS Colloquium Series 9
Capabilities of The Forest PortalSimilarity Similarity SearchSearch
Find Similar DocumentsFind Similar Documents(through associated(through associatedMetadata)Metadata)
Browse Category
Location > Region 6 > Wenatchee National Forest
BOR Road Issues A memo to the U.S. Department of the …[Metadata] [Similar Documents]
Appeal Decision: Plum Creek Checkerboard …Final decision, pursuant to 36 CFR 215, appeal on …[Metadata] [Similar Documents]
Interstate 90 Final Record of DecisionDocuments my rationale and selection of Alternatives …[Metadata] [Similar Documents]
Interstate 90 LegislationConference report on H.R. 438, making Omnibus …[Metadata] [Similar Documents]
Metadata
Property Value Using
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Lois Delcambre, OSU CS Colloquium Series 10
USDA FS & Other Agency Staff Activities
• Identify domains of interest
• Identify controlled vocabularies, glossaries, …
• Evaluate and select one or more controlled vocabularies
• Identify cross-reference schemes
• Identify relationships of interest
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Lois Delcambre, OSU CS Colloquium Series 11
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Lois Delcambre, OSU CS Colloquium Series 12
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Lois Delcambre, OSU CS Colloquium Series 13
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Lois Delcambre, OSU CS Colloquium Series 14
AFIDkeywords.doc
mistletoesroot diseasesrots and decaysfoliage diseasescankersrustsseedling diseasesbark beetleswood borersdefoliatorsseed and cone insectsshoot and twig insectssucking insectssilvicultural treatmentsthinningsalvagesanitationpruning
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Lois Delcambre, OSU CS Colloquium Series 15
climate_terms.xls (excerpt)
CLIMATE - TERMSABSOLUTE TEMPERATUREADVECTIONADIABATICAIR MASSALBEDOANEMOMETERANNUAL FLOODANOMALYARIDITYASPECTBARBAROMETERBIOCLIMATICBOWEN RATIO
BPI PANBULK DENSITYCLASS A PANCLIMATOLOGICAL
OBSERVATIONCONVECTIONDAILY MEANDAYDEGREEDEGREE DAYDEWDEW POINTDROUGHTDRY BULB THERMOMETEREVAPOTRANSPIRATIONFETCH
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Lois Delcambre, OSU CS Colloquium Series 16
Overview of the Talk
• Introduction to the project & application
• Metadata++
• Superimposed Schematics
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Lois Delcambre, OSU CS Colloquium Series 17
Metadata++
terms
vocabulary vocabulary vocabulary
broader-term/narrower-termrelationships(shown ashierarchy)
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Lois Delcambre, OSU CS Colloquium Series 18
Metadata++: Terms & Relationships
same term may appear in more than one vocabulary – with
different, even contradictory broader-term/narrower-term
relationships
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Lois Delcambre, OSU CS Colloquium Series 19
Metadata++: Terms & Relationships
synonym relationships
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Lois Delcambre, OSU CS Colloquium Series 20
Metadata++: Associative Relationships
functional relationships such aswildlife-habitat relationships -
supports similarity search & browsing!
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Lois Delcambre, OSU CS Colloquium Series 21
Metadata++
• Exploiting broader-term-narrower-term– If you attach a narrow term…attach all broader
terms as well– If you search for a term…search for all narrow
terms as well
• Support multiple hierarchies - with cross-references indicated as synonyms (as available)
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Lois Delcambre, OSU CS Colloquium Series 22
Climatologist PerspectiveForester Perspective
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Lois Delcambre, OSU CS Colloquium Series 23
[Atmosphere] – [Air Quality] – [Air pollution] – [smoke]
Attachment Relationship using Climatologist Perspective
D1
[Vegetation Management] – [Air pollution] – [smoke]
Attachment Relationship using Forester Perspective
D2
Documents with Attachment Relationships
[Atmosphere] – [Air Quality] – [Air pollution] – [smoke]
Search specified in climatologist perspective
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Lois Delcambre, OSU CS Colloquium Series 24
Search: blue terms wild card, black terms mandatory
Shows the attachment path for the document
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Lois Delcambre, OSU CS Colloquium Series 25
Location Perspective (Heber)
Location perspective (Martin)
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Lois Delcambre, OSU CS Colloquium Series 26
Templates for Metadata Entry
Location
Climate
Keywords
Soil
Hydrology
Planning
Authorizing Location
Slot
each slot isassociatedwith oneterm from one perspective
slot label
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Lois Delcambre, OSU CS Colloquium Series 27
Metadata++
• Inspired by Dublin Core, Z39.19 (Thesaurus), …• Simple, uniform model: terms & relationships• No classes• No attributes (for terms or objects)• Basic idea – broader-term/narrower-term relationship
is intentionally overloaded to represent– Broader-term/narrower-term– Type – instance – Collection (set) – member– Traditional property name
• Model has been formalized; query and browse capability is being defined
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Lois Delcambre, OSU CS Colloquium Series 28
MetaData eXtract
• Metadata attachment may take some time
• MDX helps by suggesting terms from Metadata ++
• Results are suggested to the user … interactively
The district silviculturalist at the McKenzie Ranger District on the Willamette National Forest is working on an EIS for a timber sale located within the upper McKenzie watershed. During the scoping process, the silviculturalist and rest of the IDT identified two areas in particular where the objectives would be to promote and accelerate the development of late successional characteristics over time.
Both areas are located within Douglas-fir forest types; one within a Western hemlock/dwarf Oregon grape plant association, or potential vegetation type, and one in a riparian reserve that has a plant association of Western hemlock/Oregon oxalis......
McKenzie Ranger District
Willamette National Forest
Douglas
-firWestern hemlock
potential
vegetation
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Lois Delcambre, OSU CS Colloquium Series 29
Overview of the Talk
• Introduction to the project & application
• Metadata++
• Superimposed Schematics
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Lois Delcambre, OSU CS Colloquium Series 30
Schematics: Decision Letter
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Lois Delcambre, OSU CS Colloquium Series 31
Schematics: Review Letter
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Lois Delcambre, OSU CS Colloquium Series 32
The Appeal Decision Schematic
loc desc
issuer
address
role
title
respondentFor
1:*
0:*
1:1 0:*
0:*
1:1
1:1
1:1
1:1
0:1
1:1
1:1
1:1 1:*
name
AppealDecision
date
Appeal
result
id num
concern
Issue
cover Decision
DecidingOfficer
response
Determination resolve
ReviewingOfficer
Appellant
behalf
Organization
status desc
review
request
regard
name
name
title
respondentFor
name
desc order
define
0:*
0:*
1:1 1:*
1:1
1:*
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Lois Delcambre, OSU CS Colloquium Series 33
Part of a Populated SchematicDecision (D1)
AppealDecision (AD1)
cover (c1)
datelocissuerconcern
(n1)
Appeal (A1)regard (r1)
define (d1)
Issue (I1)
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Lois Delcambre, OSU CS Colloquium Series 34
Part of a (different) Populated Schematic
Determination(D1)
resolve(r1)
Issue (I2)
Appeal (A1)
define (d1)
define (d2)
define (d3)
Determination(D1)
resolve(r1)
Issue (I2)
Determination(D1)
resolve(r1)
Issue (I2)
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Lois Delcambre, OSU CS Colloquium Series 35
Querying a Superimposed Schematic
Issue [AppealDecision(id="1570-1-0032-10").concern(order=1)] The decision violates the Federal Advisory Committee Act (FACA). The illegal advisory committee played a central role in influencing the Forest Service Decision.
Issue [AppealDecision(id="1570-1-0032-10").concern(order=2)] The decision significantly reduces hunting opportunity and habitat for deer and elk.
Issue [AppealDecision(id="1570-1-0035-13").concern(order=1)] The District Ranger's decision is not in accordance with the legal requirements of the National Environmental Policy Act, the National Forest Management Act, and the Forest and Rangeland Renewable Resources Planning Act.
Issue [AppealDecision(id="1570-1-0038-19").concern(order=1)] Current stand condition is not adequately addressed, impacts on soil quality are not addressed, and that impacts to various species are not considered, including several late successional species, survey and manage species, and management indicator species.
“For Appeal Decisions made in the last two years, what Appellant Issues were raised for Decisions
concerning the Mount Hood National Forest”
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Lois Delcambre, OSU CS Colloquium Series 36
Enhanced AddressingIssue [AppealDecision(id="1570-1-0032-10").concern(order=1)] The decision violates the Federal Advisory Committee Act (FACA). The illegal advisory committee played a central role in influencing the Forest Service Decision.
Issue [AppealDecision(id="1570-1-0032-10").concern(order=2)] The decision significantly reduces hunting opportunity and habitat for deer and elk.
Issue [AppealDecision(id="1570-1-0035-13").concern(order=1)] The District Ranger's decision is not in accordance with the legal requirements of the National Environmental Policy Act, the National Forest Management Act, and the Forest and Rangeland Renewable Resources Planning Act.
Issue [AppealDecision(id="1570-1-0038-19").concern(order=1)] Current stand condition is not adequately addressed, impacts on soil quality are not addressed, and that impacts to various species are not considered, including several late successional species, survey and manage species, and management indicator species.
concern (n1)
Issue (I1)
AppealDecision (AD1)
Determination (D1)
result (r1)
resolve (v1)
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Lois Delcambre, OSU CS Colloquium Series 37
Superimposed Schematics
• Entity-relationship-style model is superimposed over arbitrary, base documents
• Each entity, each attribute, and each relationship can be “anchored” at some text excerpt
• Includes “authoritative” entities – such as for persontitle
respondentFor
1:1
0:1
1:1
1:1
name
AppealDecision
date id
DecidingOfficer
response
ReviewingOfficer
review
title
respondentFor
name
USDA FSEmployee
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Lois Delcambre, OSU CS Colloquium Series 38
Superimposed Schematics
• Represented using the uni-level description– Generic, uniform representation for structured information– Can accommodate a variety of data models (database
models, XML, RDF, topic maps, …)– Can accommodate schema-first, schema-later, schema-
optional information– Can accommodate multiple levels of schema-instance
relationships in a single model– Based on a metamodel (with basic structures such as set,
bag, list, struct, attribute, and scalar)
• Logic-based language (Datalog) can easily be used to transform data (model-model, schema-schema, …)
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Lois Delcambre, OSU CS Colloquium Series 39
What is Superimposed Information?
data “placed over” existing information sources to
highlight annotate elaborate select collect organize connect reuse
information elements
often to support new applications, beyond the original
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Lois Delcambre, OSU CS Colloquium Series 40
Examples of Superimposed Information
Non-electronic examples:
Commentaries on religious texts, law, literature Concordances, citation indexes
Electronic examples:
Bookmark file in your web browser RDF metadata
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Lois Delcambre, OSU CS Colloquium Series 41
The superimposed and base layers with marks
Superimposed Layer
BaseLayer Information
Source1
Information Source2
Information Sourcen
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Focus: building generic technologyTwo examples: Metadata++ and Superimposed Schematics
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Lois Delcambre, OSU CS Colloquium Series 42