earthcube, rda, dataone - coopeusearthcube building block for integrating discrete and continuous...

49
EarthCube, RDA, DataONE Rebecca Koskela COOPEUS Meeting 29-30 June 2015

Upload: others

Post on 24-May-2020

2 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

EarthCube, RDA, DataONE

Rebecca Koskela

COOPEUS Meeting

29-30 June 2015

Page 2: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

EarthCube

2013 Funded Projects

http://earthcube.org/info/about/2015-all-hands-meeting

Page 3: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Research

Coordination

Networks (RCNs)

Page 4: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

ReC4P: Collaboration and Cyberinfrastructure for Paleogeosciences

PI: Kerstin Lehnert, Columbia University | Co-PI(s): Christopher Jenkins, Mark Uhen, John Williams

Building a Sediment Experimentalist Network (SEN)

PI: Wonsuck Kim, University of Texas at Austin | Co-PI(s): Leslie Hsu, Brandon McElroy

EC3: Earth-Centered Communication for Cyberinfrastructure - Challenges of Field Data Collection, Management, and Integration

PI: Matty Mookerjee, Sonoma State University | Co-PI(s): Thomas Shipley, Basil Tikoff, Amy Ellwein, Jim Bowring

Page 5: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Building Blocks

Page 6: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

The GeoWS PI Team Tim Ahern, Suzanne Carbotte, Mike Gurnis, Chuck Meertens,

Mohan Ramamurthy, Ilya Zaslavsky and

Jay Pearlman, liaison to B-Cube

EarthCube All Hands Meeting - May 2015

Page 7: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

ODSIP = Open Data Services

Invocation Protocol

Data Acquisition as a Web Service

with an Extensible Set of

Pre-Retrieval Ops

David Fulker, OpenDAP

Mohan Ramamurthy, Unidata

Steven Businger, U-H

Brian Blanton, RENCI

Peter Cornillon, U-RI

NSF award ICER-1343761

Page 8: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

BCube: A Broker Framework for Next Generation Geoscience

PI: SiriJodha Khalsa, National Snow and Ice Data Center

Co-PI(s): Stefano Nativi, Ruth Duerr, Jay Pearlman, Francoise Pearlman

Page 9: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

EarthCube Building Block for

Integrating Discrete and

Continuous Data (DisConBB)

NSF ICER-1343785

Duration: Sept 2013 - Aug 2015

PI: David Maidment, Univ of Texas at Austin

Co-Pis: Ethan Davis, Alva Couch, Dan Ames

Senior Personnel: David Arctur, Tim Whiteaker http://earthcube.org/group/discrete-continuous-data-disconbb

EarthCube All Hands Meeting

Arlington VA, May 27-29, 2015

Page 10: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Leveraging Semantics and

Crowdsourcing in Data Sharing

and Discovery

PI: Thomas Narock, University of Maryland

Co-PI(s): Timothy Finn

Page 11: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

GeoDeepDive: towards a TDM-

ready digital library and machine

reading system for the geosciences

Shanan E. Peters, Miron Livny, Ian Ross University of Wisconsin-Madison

Chris Ré Stanford University

Page 12: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Spanning Scientific Communities with Interoperable Modeling Framework

Page 13: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Software Stewardship for the

Geosciences

PI: Yolanda Gil, University of Southern California

Co-PI(s): Chris Mattmann, Scott Peckham, Erin

Robinson, Christopher Duffy

Page 14: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

ILYA ZASLAVSKY

CHRIS CONDIT

JEFFREY GRETHE

AMARNATH GUPTA

BURAK OZYURT

THOMAS WHITENACK

DAVID VALENTINE

ALICE GILIARINI

AARON GONG

University of California San Diego

STEPHEN RICHARD Arizona Geological Survey

KERSTIN LEHNERT, LESLIE HSU LDEO, Columbia University

TANU MALIK

University of Chicago

LUIS BERMUDEZ Open Geospatial Consortium

Community

Inventory of

EarthCube

Resources for

Geoscience

Interoperability CINERGI at AHM 2015

Page 15: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Conceptual Designs

Page 16: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Developing a Data-Oriented Human-

Centric Enterprise Architecture for

EarthCube

PI: Chaowei Yang, George Mason University

Co-PI(s): Chen Xu

Page 17: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Enterprise Architecture for

Transformative Research and

Collaboration Across the Geosciences

PI: Ilya Zaslavsky, San Diego Supercomputer

Center

Co-PI(s): Amarnath Gupta

Page 18: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Test Enterprise

Governance

Page 19: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

EarthCube Test Enterprise

Governance: An Agile Approach

PI: M. Lee Allison, University of Arizona

Co-PI(s): Stephen Richard, Erin Robinson,

Christopher Keane

Page 20: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

EarthCube

2014 Funded Projects

Page 21: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Research

Coordination

Networks (RCNs)

Page 22: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

An EarthCube Oceanography and Geobiology

Environment Omics Research Coordination Network

(ECOGEO RCN)

PI: Edward DeLong, University of Hawaii

Coral REef Science and CYberinfrastructure NeTwork

(CReSCyNT)

PI: Ruth Gates, University of Hawaii

iSamples: The Internet of Samples in the Earth Sciences

PI: Kerstin Lehnert, Columbia University

Page 23: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Building Blocks

Page 24: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Praveen Kumar, UIUC Mostafa Elag,

UIUC

Luigi Marini, NCSA

Scott Peckham, CU

Leslie Hsu, LDEO

Peishi JIANG, UIUC

Award Abstract #1440333

GeoSemantic Framework for Integrating Long-Tail Data and Models

EarthCube All-hands meeting, Arlington, Virginia Rui Lui, NCSA May 27th, 2015

Page 25: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

EarthCube Building Blocks

EarthCollab: Enabling Scientific Collaboration and Discovery

EarthCube All-Hands Meeting, May 27, 2015

Matthew Mayernik, NCAR/UCAR Linda Rowan, UNAVCO

Dean Krafft,Cornell University

Page 26: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,
Page 27: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

GeoSoft:

Software Stewardship for Geosciences

http://geosoft-earthcube.org

Chris

Duffy

(PSU)

Yolanda

Gil

(USC/ISI

& USC/CS)

Chris

Mattmann

(NASA/JPL

and USC/CS)

Scott

Peckham

(CU Boulder)

Erin

Robinson

(FES/ESIP)

Building Block

ICER-1440323 ICER-1343800

Page 28: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Page 28

CSISS LCenter for Spatial Information Science

and Systems

06/21/2014

CyberConnector Bridging the Earth Observations and Earth Science Modeling for

Supporting Model Validation, Verification, and Inter-comparison

ICER-1440294

PI: Dr. Liping Di (GMU) Co-PI: Dr. Ben Domenico (UCAR)

Co-PI: Dr. Haosheng Huang (LSU)

Co-PI: Dr. Daniel Tong (GMU)

Co-PI: Dr. Xiaqing Wu (IaState)

Presenter: Eugene Yu (GMU)

June 19, 2015

Page 29: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

DigitalCrust: A 4D Exploratory Environment

for Earth Science Research and Learning

Ying Fan Reinfelder (Rutgers, PI) Steve Richard (AZGS), Sky Bristol (USGS), Ilya Zaslavsky (SDSC),

Shanan Peters (U. Wisconsin), Nils Moosdorf (U. Hamburg Germany),

Steve Ingebritsen (USGS)

Page 30: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Better Tools for Metadata Management

Tanu Malik, Ian Foster, Kyle Chard, Joseph Baker, Mike Gurnis, Jonathan Goodall, Scott Peckham

Page 31: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

PI: Mike Daniels (NCAR/EOL), Co-PIs: V. Chandrasekar (CSU), Sara

Graves (UAH), Branko Kerkez (Umich), Frank Vernon (UCSD/Scripps), SP:

Charlie Martin (NCAR/EOL), Manil Maskey (UAH), Others: Ken Keiser

(UAH), Mike Dye (NCAR/EOL), Joe Hardin (CSU), Ryan Gooch (CSU)

CHORDS:

A pilot project for integrating real-time

data into the EarthCube framework

Page 32: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Conceptual Designs

Page 33: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

A Scalable Community Driven

Architecture

I: Stanislav Djorgovski, California Institute of

Technology

Co-PI(s): Daniel Pilone

Page 34: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

34

RDA Update -

Rebecca Koskela

https://www.rd-alliance.org/

Page 35: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

35

Working Groups

Data Foundation and

Terminology

Data Type Registries

PID Information Types

Practical Policy

Data Citation

Data Description Registry

Interoperability

Metadata Standards Directory

Wheat Data Interoperability

Brokering Governance

Metadata Standards Catalog

Standardisation of Data

Categories and Codes

PID Collections

RDA/CODATA Summer Schools

in Data Science and Cloud

Computing in Developing World

RDA/WDS Publishing Data

Bibliometrics

RDA/WDS Publishing Data

Services

RDA/WDS Publishing Data

Workflows

Repository Audit and Certification

DSA-WDS Partnership

The Biosharing Registry:

connecting data policies,

standards & databases in life

sciences

Page 36: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

36

Interest Groups

Data Fabric

Big Data Analytics

Domain Repositories

Biodiversity Data Integration

Marine Data Harmonization

Brokering

Metadata

Data in Context

PID

Federated Identity Management

Preservation e-infrastructure

Engagement

Research data Provenance

ELIXIR Bridging Force

Metabolomics Data

Interoperability

Digital Practices in History and

Ethnography

Long tail of research data

Data for Development

Community Capability Model

Research data needs of the

Photon and Neutron Science

community

RDA/CODATA Materials Data,

Infrastructure and Interoperability

plus 10 more

Page 37: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

37

IGs Under Review or Action Pending

National Data Services

Data Foundations and

Terminology

Active Data Management Plans

Archiving multimedia

interactive/dynamic data and

projects

Data Rescue

Ethics and Social aspects of data

Geospatial

Repository Platforms for Research

Data

Reproducibility

Vocabulary Services

41Total

Action Pending

Approved

Page 38: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

38

DataFed.net (Wash U), CLARIN

Data Foundation & Terminology: a basic data model and terminology to improve interoperability

Materials Genome Initiative, Deep Carbon Observatory, German Climate Computing Center

Data Type Registries: allowing humans and machines to act on unknown data types

PID Information Types: semantic categories and a common interface for providers of persistent ID services to improve interoperability

Platform for Experimental, Collaborative Ethnography (RPI), EUDAT Collaborative Data Infrastructure

Practical Policy: defining best practice workflows how to deal with data automatically and in a documented way to increase trust and reproducibility

“Adopt-a-Deliverable”

Page 39: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

39

EPOS

Earth System Grid Federation

EUDAT

Chandra Data Archive

DataONE

National Earth System Science Data Sharing Platform of China

National Snow and Ice Data Center

CLARIN

Human Brain Project

SEAD

Lightning Talks (including Ray Plante – NDS)

Large Scale Data Projects Meet RDA

Page 40: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

40

Research Data Alliance / US

Data Share Program

Beth Plale, Kathy Fontaine, Inna Kouper

Page 41: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

41 Current Program

• Three-year program to support fellows to engage with and benefit from RDA funded by Alfred P. Sloan Foundation

• Focus on RDA outputs and wider adoption

• Strong leadership, advisory, and coordination

Page 42: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Timeline

Solicit projects

from RDA membership

Select fellows and

match to projects

Invite fellows to

cohort-building

workshop

Work over

1-2 summer(s)

Present at RDA plenary

Evaluation

Page 43: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

43 Examples of projects

• Study the human and organizational barriers to technology sharing

• Apply a WG product, transfer outputs from WGs

• Develop and disseminate RDA research data sharing practices

• Develop and test adoption strategies

• Study potential adopting organizations and their practices and needs

Page 44: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

Q1

Q2 Q3

Q4

Common terms: Education,

Engagement, Bridging,

Community

Common terms:

Governance, Certification,

Cost Recovery, Legal

Common terms: Repository,

Fabric, Analytics,

Identity, Management

Common terms:

Interoperability, Harmonization,

Integration, Metadata

Data providers Data

consumers

Social

Technical

Solutions

dimension

Beneficiary

Dimension

RDA Activity

Page 45: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

45 RDA Activity

Q1: Social/educationally oriented activity that benefits user

Common terms: education, engagement, bridging, community

Q2: Technically-oriented solutions that benefit users

Common terms: interoperability, harmonization, integration, metadata

Q3: Technical solutions that aid in data provisioning

Common terms: repository, fabric, analytics, identity, management

Q4: Policy oriented solutions that aid in data provisioning

Common terms: governance, certification, cost recovery, legal

Page 46: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

RDA/WDS

Publishing Data

Bibliometrics

Data

providers Data consumers

Social

Technical

Solutions

dimension

Beneficiary

dimension

Working Groups Clusters

Data

Citation

Data

Foundation and

Terminology

Repository Audit and

Certification DSA–WDS

Partnership

Brokering

Governance

PID Information

Types

Data Type

Registries

RDA/WDS

Publishing Data

Workflows

RDA/CODATA Summer

Schools in Data Science and

Cloud Computing in the

Developing World

Metadata

Standards

Directory

Practical

Policy The BioSharing

Registry

Wheat Data

Interoperability

RDA/WDS

Publishing Data

Services

Data Description

Registry

Interoperability

Standardisation of

Data Categories

and Codes

Q1

Q2 Q3

Q4

Page 47: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

RDA/WDS

Publishing Data

Bibliometrics

Data

providers Data consumers

Social

Technical

Solutions

dimension

Beneficiary

dimension

Working Groups Clusters

Data

Citation

Data Foundation

and Terminology

Repository Audit and

Certification DSA–WDS

Partnership

Brokering

Governance

PID Information

Types

Data Type

Registries

RDA/WDS

Publishing Data

Workflows

RDA/CODATA Summer

Schools in Data Science and

Cloud Computing in the

Developing World

Metadata

Standards

Directory

Practical

Policy The BioSharing

Registry

Wheat Data

Interoperability

RDA/WDS

Publishing Data

Services

Data Description

Registry

Interoperability

Standardisation of

Data Categories and

Codes

Q1

Q2 Q3

Q4

Page 48: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

48 RDA 6th Plenary

Page 49: EarthCube, RDA, DataONE - COOPEUSEarthCube Building Block for Integrating Discrete and Continuous Data (DisConBB) NSF ICER-1343785 Duration: Sept 2013 - Aug 2015 PI: David Maidment,

49

DataONE