Interdisciplinary Data Management:...

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Interdisciplinary Data Management: An Example from NSF’s Dynamics of Coupled Natural and Human Systems Program Steven Fassnacht, Watershed Science with Melinda Laituri, Watershed Science; Sophia Linn, Human Dimensions of Natural Resources; Niah Venable, Geosciences; Arren Mendezona Allegretti, Human Dimensions of Natural Resources

Transcript of Interdisciplinary Data Management:...

Page 1: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Interdisciplinary Data Management: An Example from NSF’s Dynamics of

Coupled Natural and Human Systems Program

Steven Fassnacht, Watershed Science with

Melinda Laituri, Watershed Science; Sophia Linn, Human Dimensions of Natural Resources; Niah Venable,

Geosciences; Arren Mendezona Allegretti, Human Dimensions of Natural Resources

Page 2: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Ontology

• Webster’s

– “science of being, of the real nature of things”

• Antoniou and Van Harmelen (2004)

– “tool for defining a shared conceptual schema”

– ”consist of a finite list of concepts”

– “relationship between these concepts”

• Janssen et al. (2009 Env Sci and Policy)

– Shared concept, common understanding from different disciplines, relationship to other concepts

Page 3: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Our Project – the Players

• Maria Fernandez-Gimenez (Range Science) – 18 years social/ecological research in Mongolia

• Melinda Laituri (Watershed Science/NREL) – GIS expert focusing on physical/social interactions and

the influence of boundaries

• Jessica Thompson (Human Dimensions) – Understanding the group dynamics of interdisciplinary

problem solving

• Steven Fassnacht (Watershed Science) – Hydrology, climate change, hydrological modeling

Page 4: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Our Project – the Players (cont’d)

• Robin Reid (Center for Collaborative Conservation) – Ecology, working with herder groups in Africa

• Jay Angerer (Range Science, TAMU) – Remote sensing of ecological change

• Batbuyan Batjav (Institute of Geography, MN) – Social/Ecological research on nomadic peoples

• Batkhishig Baival (CSU/Green Gold, MN)

• Various other collaborators / advisors

Page 5: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Our Project – History

• 5-day Workshop in Mongolia, June 2008

• > 100 Mongolian scientists, herders, policy makers, NGO representatives and donors

• role of CRNRM, improve herders’ livelihoods, support sustainable use of Mongolian grasslands

Page 6: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Our Project – History (cont’d)

• 2 Workshops in Beijing (April 2009, March 2010) – Poverty, Vulnerability and Resilience in North

Asian Rangelands: Case Studies of Community-based Rangeland Management in China and Mongolia

• NSF CNH proposal (funded 2010) – Does Community-Based Rangeland Ecosystem

Management Increase Coupled Systems' Resilience to Climate Change in Mongolia?

Page 7: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Data Requirements – Our Project

• Social Surveys

• Biological Sampling

• Hydro-climate Data

Social

Ecological Physical

Page 8: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Data Requirements – NSF

• investigators will share with other researchers, at no more than incremental cost and within a reasonable time, the primary data, samples, physical collections and other supporting materials created or gathered in the course of work under NSF grants

• Data Management Plans “will be determined by the community of interest through the process of peer review and program management.”

Page 9: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Questions for the Conceptual Model

• What are the – Boundaries of the system

– Ecological elements of the system • biological and physical components

– System processes and modifiers

– Key aspects of the system that change in response to these processes

– Key processes that act as “drivers” of the system

– Key ecosystem services and resources used by and of concern to people in the area

Page 10: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Example Conceptual Model #01

Distance & frequency of movement

Herder wealth

# of animals

Access to transportation

Ecological zone

Weather

Pasture production & species composition

Frequency & duration of grazing & rest

Land Policy

Nomadic culture

Page 11: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

CBREM

Management Practices

Institutions (rules,

policies)

Environment Learning & Knowledge

Climate Change

Adaptive Capacity

Socio-Economic Change

3

1

1

2 3

1

3

3 4

4

Model #02

Page 12: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Model #03 Climate

Plant Community Production,

Composition, Cover

Geology

Livestock Number, Species,

% Females

Movement Frequency, Distance,

Duration

Household Wealth Transportation, Labor,

Resource rights

Land Law

Services

Local Government

Soils Texture, Compaction, Infiltration, C/N ratio

Grazing Pressure

Economy

Markets

Access to Pasture Water Points

Erosion Mining

Community Norms &

Social Capital Herders from

Outside Community

Reserve Pastures/ Out of Season

Grazing

Culture

National Govt.

Albedo

Informal Roads

Wildlife

Hunting

Page 13: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Climate Temp, snow & rainfall

Plant-Soil Complex

Herd Mgt. Number, Species,

% Females

Movement Frequency, Distance,

Duration

Surface & Ground Water

Rest /Deferred Grazing

Livestock Number, Species

Markets

Community Norms &

Social Capital

Laws & Policies

Globalization

Management Practices Institutions

Ecosystems

Actors

Learning, Knowledge,

Adaptive Capacity

Government

CBREM Organizations

Households Wealth, Access rts.,

Transportation

Surprise!

Model #04

Page 14: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Model #05

Page 15: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

CRNRM CRNRM

Model #06

Page 16: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Establishing a Database

• What are our scales?

• What are our units of analysis?

• What commonality do we have?

• What is the nature of our data?

• What are the limitations?

Page 17: Interdisciplinary Data Management: Anistec.colostate.edu/pdf/data_management/CNR_DataManagementW… · Ontology •Webster’s –“science of being, of the real nature of things”

Sampling Social Organization/

Governance

Spatial Scale/ Ecological & Physical

Levels of Organization

Household

Person

CBRM Group or Traditional “Neighborhood”

Khot Ail

Bag

Soum Government

Aimag

National Government

Soum Administrative Boundaries

Winter Camps & Pastures

Grazing Territory

Ecological Plots

Ecological Zone

Country

Watershed

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Questions?