SlideShare ist ein Scribd-Unternehmen logo
1 von 9
Effective use of spatial data and models to empower decision making Identifying data, information, and modeling needs Richard Bernknopf Western Geographic Science Center A National Framework for Risk Reduction and Management November 15, 2006
Key questions  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Policies and Decisions at Local Scale Insurance – Private / Public Exposure, Coverage, and Cost Mitigation – Private and Public Protection Strategies Land Use – Zoning and Land Transfers Emergency Preparedness - Warnings and Response Adaptation - Resilience Comparison of frequency and size of loss by decade for all natural hazards at national scale  Source: Nishenko and Silves, 2006
Seismic Events and Probabilities (in 50 years) Repeat of 1811-1812 (magnitude 7.7): 10%  Magnitude about 6.0 or greater: 25%  Liquefaction Zone: Probability greater than 60% Issues: strengthening building codes for new commercial and industrial development to mitigate the consequences of seismic events; estimating the economic impact of scientific uncertainty on loss estimation Seismic risk mitigation in Memphis, TN: Quantitative policy analysis at local scale
Comparison of typical damage patterns ,[object Object],Spatially independent damage pattern Spatially dependent damage pattern Less severe Less severe Severe Severe More severe More severe
CommunityViz Natural hazard risks for sustainable development of Squamish, British Columbia, Canada                                                                            
Squamish, BC  Multiple Hazards Building risk ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The future of moderate resolution spatial data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Manager No U.S. Govt. Commission Combination U.S. National  Commercial Integrated Program Partnership 3 Satellites Z 10 Meters Multiple Agency Public/Private 2 Satellites Y 20 Meters Single Agency Government 1 Satellite X 30 Meters Governance Ownership Number of Satellites Spectral Sensors Image Resolution
Research Questions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Mehr von Penn Institute for Urban Research

The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityThe Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityPenn Institute for Urban Research
 
Chairman of the Federal Energy Regulatory Commission Jon Wellinghoff
Chairman of the Federal Energy Regulatory Commission Jon WellinghoffChairman of the Federal Energy Regulatory Commission Jon Wellinghoff
Chairman of the Federal Energy Regulatory Commission Jon WellinghoffPenn Institute for Urban Research
 
The Conundrum of Profit-Making Institutions in Higher Education
The Conundrum of Profit-Making Institutions in Higher EducationThe Conundrum of Profit-Making Institutions in Higher Education
The Conundrum of Profit-Making Institutions in Higher EducationPenn Institute for Urban Research
 

Mehr von Penn Institute for Urban Research (20)

Michael Meehan
Michael MeehanMichael Meehan
Michael Meehan
 
Matt Kwatinetz
Matt KwatinetzMatt Kwatinetz
Matt Kwatinetz
 
James Finlay: Top 10 EE Concept Missteps
James Finlay: Top 10 EE Concept MisstepsJames Finlay: Top 10 EE Concept Missteps
James Finlay: Top 10 EE Concept Missteps
 
Tim Weaver
Tim WeaverTim Weaver
Tim Weaver
 
Nancy Peter
Nancy PeterNancy Peter
Nancy Peter
 
Erika Kitzmiller
Erika KitzmillerErika Kitzmiller
Erika Kitzmiller
 
Anne Bradley Mitchell
Anne Bradley MitchellAnne Bradley Mitchell
Anne Bradley Mitchell
 
Shahana Chattaraj
Shahana ChattarajShahana Chattaraj
Shahana Chattaraj
 
The Bull & the Ballot Box: Art Museum Economic Strategies
The Bull & the Ballot Box: Art Museum Economic StrategiesThe Bull & the Ballot Box: Art Museum Economic Strategies
The Bull & the Ballot Box: Art Museum Economic Strategies
 
The Park of a Thousand Pieces
The Park of a Thousand PiecesThe Park of a Thousand Pieces
The Park of a Thousand Pieces
 
The Park of a Thousand Pieces
The Park of a Thousand PiecesThe Park of a Thousand Pieces
The Park of a Thousand Pieces
 
Susan Covino - Smart Grids and Microgrids
Susan Covino - Smart Grids and MicrogridsSusan Covino - Smart Grids and Microgrids
Susan Covino - Smart Grids and Microgrids
 
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityThe Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
 
Michael Smith - Envision Charlotte
Michael Smith - Envision CharlotteMichael Smith - Envision Charlotte
Michael Smith - Envision Charlotte
 
Doug Laub - Living City Block
Doug Laub - Living City BlockDoug Laub - Living City Block
Doug Laub - Living City Block
 
Brewster McCracken - Pecan Street Project
Brewster McCracken - Pecan Street ProjectBrewster McCracken - Pecan Street Project
Brewster McCracken - Pecan Street Project
 
Wayne Gardner - Pennsylvania Public Utility Commission
Wayne Gardner - Pennsylvania Public Utility CommissionWayne Gardner - Pennsylvania Public Utility Commission
Wayne Gardner - Pennsylvania Public Utility Commission
 
Chairman of the Federal Energy Regulatory Commission Jon Wellinghoff
Chairman of the Federal Energy Regulatory Commission Jon WellinghoffChairman of the Federal Energy Regulatory Commission Jon Wellinghoff
Chairman of the Federal Energy Regulatory Commission Jon Wellinghoff
 
The Conundrum of Profit-Making Institutions in Higher Education
The Conundrum of Profit-Making Institutions in Higher EducationThe Conundrum of Profit-Making Institutions in Higher Education
The Conundrum of Profit-Making Institutions in Higher Education
 
School and Work and Life as Learning
School and Work and Life as LearningSchool and Work and Life as Learning
School and Work and Life as Learning
 

Kürzlich hochgeladen

TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Jisc
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docxPoojaSen20
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfNirmal Dwivedi
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseAnaAcapella
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...ZurliaSoop
 

Kürzlich hochgeladen (20)

TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 

Effective use of spatial data and models to empower decision making

  • 1. Effective use of spatial data and models to empower decision making Identifying data, information, and modeling needs Richard Bernknopf Western Geographic Science Center A National Framework for Risk Reduction and Management November 15, 2006
  • 2.
  • 3. Policies and Decisions at Local Scale Insurance – Private / Public Exposure, Coverage, and Cost Mitigation – Private and Public Protection Strategies Land Use – Zoning and Land Transfers Emergency Preparedness - Warnings and Response Adaptation - Resilience Comparison of frequency and size of loss by decade for all natural hazards at national scale Source: Nishenko and Silves, 2006
  • 4. Seismic Events and Probabilities (in 50 years) Repeat of 1811-1812 (magnitude 7.7): 10% Magnitude about 6.0 or greater: 25% Liquefaction Zone: Probability greater than 60% Issues: strengthening building codes for new commercial and industrial development to mitigate the consequences of seismic events; estimating the economic impact of scientific uncertainty on loss estimation Seismic risk mitigation in Memphis, TN: Quantitative policy analysis at local scale
  • 5.
  • 6. CommunityViz Natural hazard risks for sustainable development of Squamish, British Columbia, Canada                                                                            
  • 7.
  • 8.
  • 9.

Hinweis der Redaktion

  1. UsGS partnership with Natural Resources Canada. Two companies are involved: Emergeo (hazard vulnerability risk assessment) and CommunityViz Scenario 360 is the integration platform. United States Geological Survey (land use portfolio risk reduction decisions) What is new? Unique combination of tools Handles Multiple hazards (becoming a popular trend) Inclusion of natural hazard risk considerations into community/local planning sgog decisions for sustainable development. With an eye to scale up to higher levels of government. Needs a tool for Risk acceptability/policy process?
  2. Squamish structures Exposure to hazard (200 year flood, Murray’s earthquake, Murray’s debris flow : earthquake most wide spread) Vulnerability (Flood and debris flow dominate earthquake) Risk (shift to floodplain)