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a quick overview with spatial focus 
Chandrashekhar Biradar, PhD
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% 
Drylands 
Earth‘s land area 
2.5b 
Live in Drylands 
People 
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 
Food Security 
Livelihoods 
Improved 
Ensuring 
increased 
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
Getting Started 
Where We Are Today 
Where We Want To Be 
Plan To The Future
Getting Started 
Where We Are Today 
Where We Want To Be 
Plan To The Future 
DATA 
GIS 
REMOTE SENSING 
GISU 
CODIS 
CDU 
COLLECT 
SHARE 
IMPACT 
ICARDA 
ICRAF 
CCAFS
Getting Started 
Where We Are Today 
Where We Want To Be 
Plan To The Future 
DATA 
GIS 
REMOTE SENSING 
GISU 
CODIS 
CDU 
COLLECT 
SHARE 
IMPACT 
ICARDA 
ICRAF 
CCAFS
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
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-gu1bss (internal data repository for BSS) 
icarda-gu1ddg-r (internal data repository for DDG-R)
Integrated System Approach 
across the scale/domains
Baseline- Characteriz- ation 
Innovative technologies and algorithms 
Integrated use in research and decision 
Comprehensive Advanced 
Basic Advanced 
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 
Scale 
IDO1 
IDO2 
IDO7 
Outcomes 
in Target 
Areas 
Impact 
Pathway of Genesis
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
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 
CGIAR GEO Ontology
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
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
One-stop Gateway for Geospatial data, maps, research tools, services, technical support and outreach activities.
http://geoagro.icarda.org 
(beta)
Atlas of Action Sites 
CRP Dryland Systems (1.1) 
http://issuu.com/crpds/
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
Citizen Science and Community RS 
Electronic Field Data 
Collection & Sharing Tools
eMaterials
Database 
at Various 
Level and Scales
Global 
Level 
Database
CRP 1.1 
Level Database
Regional Level Database
National Level Database
Satellite 
Remote Sensing 
Database 
-select 
-inventory 
-visualize 
-spectral 
-indices
Climate 
Database 
Query cell 
-select 
-see table 
-visualize 
-download
Search Database Spatially
Visualize the satellite image and spatial search and query 
Landsat Reference Grids 
MODIS Reference Grid
Field Data and Household Surveys
Dynamic Field Data Display
Projects 
Coming soon 
Programs 
Database specific to each research programs, and projects
Tools, Apps, Models, etc.
Technical information, trips, for example what are latest satellite sensors for farm to regional scales >>
Database access stats
If you have good data, love it 
publish it and set it free! 
uncc.edu 
Thank you

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Data Management: Geo-informatics

  • 1. a quick overview with spatial focus Chandrashekhar Biradar, PhD
  • 2. 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% Drylands Earth‘s land area 2.5b Live in Drylands People 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 Food Security Livelihoods Improved Ensuring increased 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
  • 3. Getting Started Where We Are Today Where We Want To Be Plan To The Future
  • 4. Getting Started Where We Are Today Where We Want To Be Plan To The Future DATA GIS REMOTE SENSING GISU CODIS CDU COLLECT SHARE IMPACT ICARDA ICRAF CCAFS
  • 5. Getting Started Where We Are Today Where We Want To Be Plan To The Future DATA GIS REMOTE SENSING GISU CODIS CDU COLLECT SHARE IMPACT ICARDA ICRAF CCAFS
  • 6. 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
  • 7. 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-gu1bss (internal data repository for BSS) icarda-gu1ddg-r (internal data repository for DDG-R)
  • 8. Integrated System Approach across the scale/domains
  • 9. Baseline- Characteriz- ation Innovative technologies and algorithms Integrated use in research and decision Comprehensive Advanced Basic Advanced 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 Scale IDO1 IDO2 IDO7 Outcomes in Target Areas Impact Pathway of Genesis
  • 10. 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
  • 11. 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 CGIAR GEO Ontology
  • 12. 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
  • 13. 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
  • 14. One-stop Gateway for Geospatial data, maps, research tools, services, technical support and outreach activities.
  • 16. Atlas of Action Sites CRP Dryland Systems (1.1) http://issuu.com/crpds/
  • 17. 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
  • 18. Citizen Science and Community RS Electronic Field Data Collection & Sharing Tools
  • 20. Database at Various Level and Scales
  • 22. CRP 1.1 Level Database
  • 25. Satellite Remote Sensing Database -select -inventory -visualize -spectral -indices
  • 26. Climate Database Query cell -select -see table -visualize -download
  • 28. Visualize the satellite image and spatial search and query Landsat Reference Grids MODIS Reference Grid
  • 29. Field Data and Household Surveys
  • 31. Projects Coming soon Programs Database specific to each research programs, and projects
  • 33. Technical information, trips, for example what are latest satellite sensors for farm to regional scales >>
  • 35. If you have good data, love it publish it and set it free! uncc.edu Thank you