Accessing and Integrating Multidisciplinary

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Accessing and Integrating

Multidisciplinary Global Change Data

Dr. Robert S. Chen

Dr. Deborah L. Balk

Center for International Earth Science Information Network

Socioeconomic Data and Applications Center

Columbia University

Palisades, New York USA http://www.ciesin.org

http://sedac.ciesin.org

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Center for International Earth Science

Information Network (CIESIN)

 Established in 1989 in Michigan as a

Consortium; became a Center in the

Columbia Earth Institute in July 1998

 Based at Lamont-Doherty Earth

Observatory, Palisades NY

 World Data Center for Human

Interactions in the Environment

 Registered UN nongovernmental organization

 Interdisciplinary staff from social, natural, and computer sciences

Home page at http://www.ciesin.org

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

CIESIN Mission and Activities

CIESIN Mission

 To provide access to and enhance the use of information worldwide, advancing understanding of human interactions in the environment and serving the needs of science and public and private decision making.

Major Programs and Projects

 NASA Socioeconomic Data and Applications Center (SEDAC)

 U.S. Global Change Research Information Office (GCRIO)

 World Data Center for Human Interactions in the Environment

 World Bank development information systems

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Example CIESIN Data and Services

 Major Data Products and Interactive Applications

 Gridded Population of the World; China, Mexico data collections

 DDViewer (U.S., U.S.-Mexico); Geocorr; DDCarto; ACRP

 online Environmental Treaties and Resource Indicators database

 Stratospheric Ozone and Human Health WWW site

 IPCC Special Report on Emission Scenarios Open Process WWW site

 CIESIN Gateway Search System (implements Z39.50 protocol and various metadata standards)

 Land and Water Knowledge Management Node

 Pilot Environmental Sustainability Index (Yale, World Economic Forum)

 Other Services

 Email-to-WWW access

 User Services office (business hours)

 Ask Dr. Global Change

 GCRIO document distribution

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Challenges in Integrating Global

Socioeconomic Data

 Spatial consistency

 Same set of countries? Same “definition” for each country?

 Are there gaps or biases in spatial coverage?

 Multiple counting of people/activities across countries? Important omissions?

 Temporal consistency

 Same underlying temporal unit? (e.g., total or average for year, month, day vs. instantaneous value)

 Do variable definitions and/or underlying spatial units vary over time?

 Are updates and corrections to historical data handled consistently?

 “Conversion” consistency

 What conversion factor, common units, international standard, and/or subcategories are most appropriate? (e.g., exchange rate adjusted by purchasing power; energy or carbon content; economic sector definitions)

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Spatial and Temporal Consistency:

China Boundary Data

 CIESIN’s China data

 Boundaries different even between July and December 1990 to correspond to 2 different datasets

 Continual changes in subnational boundaries over time

 PRC view of China, including disputed territories

 Available through China Dimensions

WWW site and developed through lengthy collaboration with China in

Time and Space Project and various

Chinese organizations http://sedac.ciesin.org/china

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Conversion Consistency:

Integrated Assessment Model Data

 Computer Model Data

 Intergovernmental Panel on Climate Change

(IPCC) commissioned a Special Report on

Emission Scenarios (SRES) as input to IPCC

Third Assessment

 Needed Open Process to ensure wide international input and review; CIESIN Open

Process site created to share model scenarios during 1999

 Focused working group required much time and effort to reconcile model differences and produce comparable scenarios and data for comparable regions and variables

World Data Center for Human

Interactions in the Environment

For further details, see http://www.ciesin.org/

SRES_fullsize.pdf

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Challenges in Integrating Global Socioeconomic

with

Environmental Data (1)

 Spatial Integration: Three Approaches

 Aggregate environmental data to administrative units

 Need georeferenced boundaries, weights (e.g., for affected population)

 Disaggregate socioeconomic data to “grid”

 Need georeferenced boundaries, disaggregation method with assumptions or model regarding distribution of population and associated characteristics

 Overlay georeferenced data

 Intersect underlying geographies (e.g., administrative units with watersheds, population distribution with measurement station locations, urban lifelines with earthquake faults)

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Disaggregate Socioeconomic Data to Grid:

Gridded Population of the World Dataset

 Uses have included:

 Comparison with OLS data

 Vulnerability to hazards

 Land use classification

 Human stress on environment

 Created in 1994-95

 Collaboration with NCGIA (W. Tobler and U. Deichmann)

 19,000 administrative units used

 Estimated 1994 populations

 Total population of 5.6 billion

 5’ x 5’ lat-lon spherical quadrilaterals

 6.7 million cells

 Unsmoothed and smoothed versions

(Tobler’s pycnophylactic algorithm)

 Regional and global coverages

World Data Center for Human

Interactions in the Environment http://www.ciesin.org/datasets/ gpw/globldem.doc.html

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Updated Gridded Population of the

World Dataset

 Changes in technique

 Proportional allocation

 DCW as base

 Populations consistent with

UN 1995 national totals

 Easier to update by country

 Undergoing testing

 Collaboration with WRI and IFPRI

(U. Deichmann) with regional inputs from UNEP-GRID, CIAT, others

 ~121,000 administrative units used

 Estimated 1990 and 1995 pops

 Total 1995 population of 5.7 Billion

 2.5’ x 2.5’ lat-lon quadrilaterals

 ~29 million cells

 Unsmoothed version only

 Regional and global coverages

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Gridded Population of the World,

Version 2: 1995

Robinson Projection

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Database of Country Boundaries and Ancillary Data

 Technical documentation of methodology and error

 Summary of data utilized by world region

 Live links to country summary pages

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Example Country Summary Page

 Summary of data and sources, including links to sources

 GIFs of each country’s boundaries

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Test Version Now Available!

 Via CD-ROM or ftp. Contact:

 SEDAC User Services e-mail ciesin.info@ciesin.org

tel. 914-365-8922

 Testers welcome!

 Final release expected May/June

Greg Yetman gyetman@ciesin.org

914-365-8982

 Redistribution of ORNL Landscan dataset also planned

 2-3 May 2000 workshop on gridding population planned, including participation by UNEP-GRID, ORNL, WRI, others; contact authors if interested.

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Spatial Integration at the Global Scale:

Key Issues

 Much boundary data are proprietary and cannot be redistributed or are restricted to non-commercial uses

 Major problem with disputed boundaries, including countries that object even to calling a boundary disputed

 Quality of spatial data and attributes (e.g., census data) quite varied

 Difficult to identify and access many datasets, due to scattered institutional sources, limited cataloging and documentation, problems of conversion and integration

 Integration of even a basic dataset like population density requires significant effort, expertise, and resources

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Challenges in Integrating Global Socioeconomic

with

Environmental Data (2)

 Temporal Integration

 Temporal characteristics of socioeconomic data

 Day vs. night; commuting vs. non-commuting times; weekday vs. weekend; seasonal fluctuations in tourism, recreation

 Temporal aspects of environmental data

 Peak vs. average values; return periods; frequency distributions

 Biases due to observational limitations (e.g., clouds)

 “Conceptual” Integration

 Influence of mediating factors

 e.g., exposure to environmental pollution mediated by built infrastructure, occupation, commuting patterns, age structure, income, behavior

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Conceptual Integration:

The ENTRI Database

 CIESIN’s ENTRI database

 Includes treaty status, treaty text, national-level resource and environmental indicators from multiple sources, e.g., IUCN, UNEP,

World Resources Institute

 Nation-state as common variable

 Permits relational queries across treaties and indicators

 Does not address gap between national treaty participation and actual implementation of national/ subnational policies leading to environmental improvement http://sedac.ciesin.org/entri/

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Conceptual Integration: The Pilot

Environmental Sustainability Index

Norway

Iceland

Swit zerland

Finland

Sweden

New Zealand

Canada

Ireland

France

Aust ralia

Denmark

Unit ed Kingdom

Net herlands

Aust ria

Germany

Unit ed St at es

Port ugal

Japan

Israel

Spain

Slovak Republic

Russia

Belgium

Argent ina

It aly

Hungary

Czech Republic

Chile

Brazil

Poland

Korea

Ecuador

Cost a Rica

Venezuela

Bolivia

Greece

Colombia

M alaysia

Singapore

China

Indonesia

M aurit ius

Sout h Af rica

Bulgaria

Jordan

Thailand

Turkey

M exico

Ukraine

Peru

India

Zimbabwe

Egypt

El Salvador

Philippines

Viet nam

0

Environmental Systems

Environmental Stresses

Human Vulnerability

Social and Institutional Capacity

Global Stewardship

20 40 60

Longer bars denote greater levels of environmental sustainability

80 100

 Pilot Environmental Sustainability Index

 Developed with Yale University under the auspices of the World Economic Forum

(WEF) Global Leaders for Tomorrow

Environment Task Force

 Integrates a wide range of environmental and socioeconomic data (64 variables) into an “illustrative” index of sustainability for 56 economies

 Attempts to focus attention of policy makers and the public on relative progress towards improved environmental sustainability

 Concepts are evolving and the index still very much under development

World Data Center for Human

Interactions in the Environment

For further details, see http://www.ciesin.org/indicators

/ESI/pilot_esi.html

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

Summary and Observations

 Considerable work in progress around the world in data management, development, and integration, e.g., in developing international spatially referenced data bases and distributed data catalogs

 UN coordination of its own data development and integration efforts would be extremely beneficial

 The UN’s efforts may also be able to benefit substantially from approaches, technologies, and projects developed in the nongovernmental sector

 CIESIN as a university-based NGO is very interested in working with this UN Working Group on these issues

World Data Center for Human

Interactions in the Environment

© 2000 The Trustees of Columbia University in the City of New York

Columbia University in the City of New York

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