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Soil Spectral Libraries for monitoring &
reporting on Sustainable Development
Goal indicators in Northern Greece
Nikolaos L. Tsakiridis, Nikolaos Tziolas, George Galanis, Eyal Ben-Dor, George C. Zalidis
Prof. George Zalidis
Aristotle University of Thessaloniki, School of Agriculture
Director of the Laboratory of Applied Soil Science
Director of the Laboratory of Remote Sensing and GIS
Scientific Coordinator of i-BEC
ARISTOTLE UNIVERSITY OF
THESSALONIKI
INTERBALKAN
ENVIRONMENT CENTER
We are a non-profit, mission oriented
international organization linking local
and regional communities.
WHO WE ARE
▸ Utilize Earth Observation Data
▸ Protect Natural Resources
applying NEXUS Approach
▸ Stakeholer Engagement
▸ RD of new Products & Sevices
OUR MISSION
“
Advocate
DeliverEngage
i-BEC is a Participating
Organisation of
Link the community
of users
Not just data but
also how these
data can be used
to address key
questions
Promote science and
transfer of know-how
GEO KNOWLEDGE BASE DEVELOPMENT ACT
LOCAL,
THINK
GLOBAL
CONCRETE & SUSTAINABLE
IMPACT TO GEOGLAM
The Role of SOC
▸ Determine ecosystem and agro-ecosystem
function, influencing soil fertility, water
holding capacity
▸ Indicator of overall soil quality associated
with nutrient cycling and its interaction with
climate change
▸ Impact on the productivity of vegetation and
in agricultural yields
OVERALL METHODOLOGY
Platform Tier Knowledge TierData Tier
SOCIETAL BENEFIT
AREAS
SAMPLING AREA - THE NESTOS RIVER DELTA
Data Tier
BUILDING THE GREEK SSL
▸ 474 Soil Samples
▸ Chemical Analysis of SOC
▸ 350 - 2500 nm - Sampling Output of 1nm
▸ Standard Protocol
[V. Kopačková and E. Ben-Dor, 2016]
Data Tier
MACHINE LEARNING
5-FOLD CROSS-
VALIDATION
BOOSTED REGRESSION
TREES
SIGNIFICANT & ROBUST
RESULTS
Scatter Plot of the Best Model
PredictedSOC
Real SOC
Platform Tier

SDG GOAL BASED APPROACH
Knowledge Tier
Develop
Innovative Solutions
for & with end-users
Mobile Soil Sensor System
[vis-NIR Spectrometer]
Field Diagnostic Toolbox
Complete Set of
Measurements in the field
Precise – Instant – Low cost
Working Together with selected GEO
initiatives and H2020 projects
FUTURE WORK
BUILDING A REGIONAL LIBRARY IN SOUTH-EASTERN
EUROPE, MIDDLE EAST AND NORTH AFRICA
Member of the Advisory Board
▸ Building of a Regional Standardized SSL [Task 4.2]
▸ Part of the Data Hub of GEO-CRADLE
▸ Open To All
www.i-BEC.org
Find us at:

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Soil Spectral Libraries for monitoring & reporting on SDG indicators in Northern Greece

  • 1. Soil Spectral Libraries for monitoring & reporting on Sustainable Development Goal indicators in Northern Greece Nikolaos L. Tsakiridis, Nikolaos Tziolas, George Galanis, Eyal Ben-Dor, George C. Zalidis Prof. George Zalidis Aristotle University of Thessaloniki, School of Agriculture Director of the Laboratory of Applied Soil Science Director of the Laboratory of Remote Sensing and GIS Scientific Coordinator of i-BEC ARISTOTLE UNIVERSITY OF THESSALONIKI INTERBALKAN ENVIRONMENT CENTER
  • 2. We are a non-profit, mission oriented international organization linking local and regional communities. WHO WE ARE ▸ Utilize Earth Observation Data ▸ Protect Natural Resources applying NEXUS Approach ▸ Stakeholer Engagement ▸ RD of new Products & Sevices OUR MISSION “
  • 3. Advocate DeliverEngage i-BEC is a Participating Organisation of Link the community of users Not just data but also how these data can be used to address key questions Promote science and transfer of know-how GEO KNOWLEDGE BASE DEVELOPMENT ACT LOCAL, THINK GLOBAL
  • 4. CONCRETE & SUSTAINABLE IMPACT TO GEOGLAM The Role of SOC ▸ Determine ecosystem and agro-ecosystem function, influencing soil fertility, water holding capacity ▸ Indicator of overall soil quality associated with nutrient cycling and its interaction with climate change ▸ Impact on the productivity of vegetation and in agricultural yields
  • 5. OVERALL METHODOLOGY Platform Tier Knowledge TierData Tier SOCIETAL BENEFIT AREAS
  • 6. SAMPLING AREA - THE NESTOS RIVER DELTA Data Tier
  • 7. BUILDING THE GREEK SSL ▸ 474 Soil Samples ▸ Chemical Analysis of SOC ▸ 350 - 2500 nm - Sampling Output of 1nm ▸ Standard Protocol [V. Kopačková and E. Ben-Dor, 2016] Data Tier
  • 8. MACHINE LEARNING 5-FOLD CROSS- VALIDATION BOOSTED REGRESSION TREES SIGNIFICANT & ROBUST RESULTS Scatter Plot of the Best Model PredictedSOC Real SOC Platform Tier
  • 9.  SDG GOAL BASED APPROACH Knowledge Tier
  • 10. Develop Innovative Solutions for & with end-users Mobile Soil Sensor System [vis-NIR Spectrometer] Field Diagnostic Toolbox Complete Set of Measurements in the field Precise – Instant – Low cost Working Together with selected GEO initiatives and H2020 projects FUTURE WORK
  • 11. BUILDING A REGIONAL LIBRARY IN SOUTH-EASTERN EUROPE, MIDDLE EAST AND NORTH AFRICA Member of the Advisory Board ▸ Building of a Regional Standardized SSL [Task 4.2] ▸ Part of the Data Hub of GEO-CRADLE ▸ Open To All