35
a quick overview with spatial focus Chandrashekhar Biradar, PhD

Data Management: Geo-informatics

Embed Size (px)

DESCRIPTION

Data Management: Geo-informatics

Citation preview

Page 1: Data Management: Geo-informatics

a quick overview with spatial focus

Chandrashekhar Biradar, PhD

Page 2: Data Management: Geo-informatics

Gender

Health

Youth & Capacity Dev.

Address social inequities,

greater roles and priorities

Engaging and empowering young

gen. by creating opportunities

Changing diet patterns,

nutrition and health

$ Total 122.7m Startup 35.47m

156 Remote sensing missions in orbit

Sensors potential in CRPs/IRPs, etc.

41% Dr

ylan

ds

Earth‘s land area

2.5b Live in Drylands Pe

ople

1) The West African Sahel and dry savannas , 2) East and Southern Africa , 3) North Africa and West Asia 4) Central Asia , and 5) South Asia.

Regions F

ood

Sec

urity

Livelihoods Improved

Ensu

rin

g

incr

ease

d

Livestock

5

Depend on Drylands 1.5b

Red. Vul.

Sus. Int.

A/Ss TAs

A/Ss TAs

Spatial enrichment and its role in food

security, risk mitigation, & sustainability Food production

potential sources

Agricultural Intensification

Cropping Intensity

Increase in Arable Land

72%

21% 7%

>12 >6 are free

Biodiversity

Efficiency Productivity

Role of Geospatial Science, Technology and Applications (GeSTA) in Agro-Ecosystems

Integrated agro-ecosystems: innovative

approaches and methods for sustainable

agriculture, while safeguarding the

environment

Cooperative Research and Partnerships

Specific mutual-interaction

& synergies between plant and animal species and

management practices

Quantification of existing

agricultural production

systems

Characterization of vulnerable areas for

increasing resilience and assist in identifying

mitigation pathways with biophysical, socioeconomic

and stakeholder feedback as well as specific needs &

constraints

Mapping present, emerging & future

land use /land cover dynamics, cropping

patterns, forage, intensities, water use, pest & diseases,

climate change & impacts

Characteristics of agricultural and

livestock production in small holder farming

systems and rural livelihoods

Delineation of potential, suitable

areas for sustainable intensification, and diversification of ag.

Innovation production systems

Status & trends of existing

production systems Assessment of

present, emerging & future droughts, floods, pests &

diseases, extreme events, infrastructure,

migration

Mapping the extent of existing & traditional

practices, indigenous knowledge, diversity,

potential areas for modern & improved, productive,

profitable, and diversified dryland agriculture, &

linkages to markets Assessing the

impact of outcomes in Action Sites,

post-project implementation, &

M&E

Measuring the impact at spatial

scales, rate, magnitude, synergy among the systems, CRPs, cross-regional

synthesis Geospatial commons , KM sharing, stakeholder

feedback

Farmers, stakeholders, policymakers,

mobilization, & marketing

Dryland Systems

Page 3: Data Management: Geo-informatics

Getting Started Where We Are Today

Where We Want To Be

Plan To The Future

Page 4: Data Management: Geo-informatics

Getting Started Where We Are Today

Where We Want To Be

Plan To The Future

DATA

GIS REMOTE SENSING

GISU CODIS CDU

COLLECT

SHARE

IMPA

CT

ICARDA

ICRAF CCAFS

Page 5: Data Management: Geo-informatics

Getting Started Where We Are Today

Where We Want To Be

Plan To The Future

DATA

GIS REMOTE SENSING

GISU CODIS CDU

COLLECT

SHARE

IMPA

CT

ICARDA

ICRAF CCAFS

Page 6: Data Management: Geo-informatics

Find/Gather External, Internal Original, Derived Regenerated, …

Get Data Organized

Use Data and Other Resources In Research Projects

Find Internal Data and Information (Archive and Reuse)

Display and Delivery Data and Knowledge to Projects and the Public

Maintain (Upgrades and Documentation)

Indiv. or Team Data

Project Archive

Build Metadata

Data Processing Utilities

Design and DSS Intranet Resources

Data Life-Cycle

Data (Management) Life Cycle

Streamlining

Adopted from USGS

Time Bound

Page 7: Data Management: Geo-informatics

When we publish the paper, submit the publication to center or CRPs publication repository inline with annual appraisal process… Does authors can submit the data used for publishing that particular paper(s)? will this address? -authorship -citation -quality

Getting data? incentive driven but what? what encourages them?

\\icarda-gu1\bss\ (internal data repository for BSS)

\\icarda-gu1\ddg-r\ (internal data repository for DDG-R)

Page 8: Data Management: Geo-informatics

Integrated System Approach across the scale/domains

Page 9: Data Management: Geo-informatics

Baseline-Characteriz-ation

Innovative technologies and algorithms

Integrated use in research and decision

Comprehensive Advanced

Bas

ic

A

dva

nce

d

Discipline

Action/ Satellite

Sites

Data genesis in cross cutting themes

Existing data and readily available resources

Best Scenarios and Top Priorities

Innovative tools Adoption/Adaptation Synergistic-workflow

Scal

e

IDO1

IDO2

IDO7 Outcomes in Target

Areas

Impact

Pathway of Genesis

Page 10: Data Management: Geo-informatics

CRP Dryland System Flagships

West African Sahel & Dry Savannas

North Africa & West Asia

East & Southern Africa

Central Asia & the Caucasus

South Asia

Internal (institutional) level

Data flow in the cross cutting themes

Page 11: Data Management: Geo-informatics

Database

Global

Regional

National

Local*

G-name

R-name

N-name

L-name

01-Primary

02-Derived

03-Vectors

04-Maps

05-Groundtruth

06-Staistical

07-Training

Data

Metadata

Quickviews

O-Open Access

Access Level

Metalinks

R-Restricted*

Data and Knowledge Gateways (Webapps)

* open access –case by case and IPRRs

Structure of Centralized Data Warehouse

Open Access data: These are published, released to public domain as international public goods (IPGs), which has no objection from the creator(s) for redistribution of the data and its derived products. Anyone can access to these data while adhering to IPRs, ensuring proper credits, citations and acknowledgements to use of the data. Restricted data: These are under imposed of various restriction levels viz., individual scientist, within research group/programs/projects, within CRPDS, within CGIAR, etc based on the restriction imposed by the creator(s) and owner (s) and purchased (licensed). These data will be released to requested end users on case by case. For example, when user request data after looking the metadata (data about data, not actual data) on web applications and centralized knowledge warehouse, after reading its basic info decided to click on the getdata, system will send the request to creator, its creator who decides whether to approve ‘access’ or ‘deny’…

CRPDS T-name

existing systems

ICARDA CRPDS

CG

IAR

GEO

On

tolo

gy

Page 12: Data Management: Geo-informatics

Data Streamlining, Curation and

Validation Interface

Primary Data Storage

Processed Data Storage

Processing Cluster HPC

Data Management Servers

Public Data Gateway (Open Access)

API

Satellite Data

GIS/GPS Data

Field Survey Data ODKs/Smart Devices

Spatial Analysts & Metadata Gen.

Structure of Centralized Data Warehouse

http://geoagro.icarda.org

Internal Data Gateway

example of spatial data

Page 13: Data Management: Geo-informatics

Data Storage

Processing

Web Services

Linux (250TB)

Windows (100TB)

150 70

25

50

20

30

Centralized Storage & Dissemination

Map Server Data Portals Terminal Devices

Windows

Windows Linux

12 Cores CPU 48 GB RAM Win 2012

8 Cores CPU 32 GB RAM Win 2012

2xCPU (12 Cores) 512 GB RAM

Linux

Hosted in UK

Computing Servers

Printing Services

Large Format HR

printing and scanning

A3 HR printing

GU©2014

Field Equipment

[Hyperspectral, HH2,

SE-3500, NDVI Camera,

Green Seeker, GPS

Cameras, HH GPSUs,

Field Data Kits, etc.]

Centralized Archiving System

Geospatial Data Gateways

Enterprise level, high fidelity and interoperability

[as of March 13, 2014]

http://geoagro.icarda.org

Page 14: Data Management: Geo-informatics

One-stop Gateway for Geospatial data, maps, research tools, services, technical support and outreach activities.

Page 15: Data Management: Geo-informatics

http://geoagro.icarda.org (beta)

Page 16: Data Management: Geo-informatics

Atlas of Action Sites

CRP Dryland Systems (1.1)

http://issuu.com/crpds/

Page 17: Data Management: Geo-informatics

Grassland degradation

Crop Types

Spatial distribution

Electronic Field Data Collection ODKs-HH, GT, Livestock, etc.

Use of Electronic Field Data Kits -CRP DS Action sites (LULC GT) -HH/Baseline Survey -Livestock/Small Ruminants

Page 18: Data Management: Geo-informatics

Citizen Science and Community RS Electronic Field Data

Collection & Sharing Tools

Page 19: Data Management: Geo-informatics

eMaterials

Page 20: Data Management: Geo-informatics

Database at Various Level and Scales

Page 21: Data Management: Geo-informatics

Global Level Database

Page 22: Data Management: Geo-informatics

CRP 1.1 Level Database

Page 23: Data Management: Geo-informatics

Regional Level Database

Page 24: Data Management: Geo-informatics

National Level Database

Page 25: Data Management: Geo-informatics

Satellite Remote Sensing Database -select -inventory -visualize -spectral -indices

Page 26: Data Management: Geo-informatics

Climate Database Query cell -select -see table -visualize -download

Page 27: Data Management: Geo-informatics

Search Database Spatially

Page 28: Data Management: Geo-informatics

Visualize the satellite image and spatial search and query

Landsat Reference Grids

MODIS Reference Grid

Page 29: Data Management: Geo-informatics

Field Data and Household Surveys

Page 30: Data Management: Geo-informatics

Dynamic Field Data Display

Page 31: Data Management: Geo-informatics

Projects Coming soon

Programs

Database specific to each research programs, and projects

Page 32: Data Management: Geo-informatics

Tools, Apps, Models, etc.

Page 33: Data Management: Geo-informatics

Technical information, trips, for example what are latest satellite sensors for farm to regional scales >>

Page 34: Data Management: Geo-informatics

Database access stats

Page 35: Data Management: Geo-informatics

If you have good data, love it publish it and set it free!

uncc.edu

Thank you