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SLOPE WP 2 – Task 2.1
Remote sensing and multispectral analysis

Andrea Masini, PhD
Remote Sensing Department
Flyby S.r.l.

Kick-off Meeting
8-9/jan/2014
Task 2.1: general description
• design of an automatic chain that provides a first level forest
inventory exploiting satellite imagery
• calculation of NDVI (Normalised Difference Vegetation
Indices) to monitor tree growth and biomass production also
in mountainous environment
• first level forest inventory used also to drive more accurate
UAV/in-situ measurements
• satellite-based data fusion with other data to achieve more
accurate results
Kick-off Meeting
8-9/jan/2014
Task 2.1: participants
•Flyby S.r.l. (Leader)
• CNR

• Coastway
• TreeMetrics

Kick-off Meeting
8-9/jan/2014
Task 2.1: expected output
• Deliverable D2.01 (month 8 – August 2014) :

Report on remote sensing data collected, on the
methodologies and the algorithm to extract needed
information and on the generated output

Kick-off Meeting
8-9/jan/2014
Use of satellite data for forestry
Satellite imagery can be extremely
useful in the forestry sector in
particular for :
• forest health near real-time
monitoring
• accurate and wide forest
inventory

Kick-off Meeting
8-9/jan/2014
Use of satellite data for forestry
Studies

Different type of analysis

Kick-off Meeting
8-9/jan/2014
EO data used so far for forestry
LOW SPATIAL
RESOLUTION

Kick-off Meeting
8-9/jan/2014
EO data used in the past for
• Cover Change Detection
• Mapping biophysical structure
• Mapping ecosystem services (carbon, water)
• Modelling trends under change scenarios
• Generating management plans

Kick-off Meeting
8-9/jan/2014
The vegetation indexes

Kick-off Meeting
8-9/jan/2014
The vegetation indexes

Kick-off Meeting
8-9/jan/2014
Forest classification

Kick-off Meeting
8-9/jan/2014
RapidEye satellite imagery

Kick-off Meeting
8-9/jan/2014
RapidEye satellite imagery

Kick-off Meeting
8-9/jan/2014
RapidEye satellite – Forestry Studies

Kick-off Meeting
8-9/jan/2014
RapidEye satellite – Forestry Studies

Kick-off Meeting
8-9/jan/2014
RapidEye satellite – Forestry Studies

Kick-off Meeting
8-9/jan/2014
RapidEye satellite - Forestry

Kick-off Meeting
8-9/jan/2014
RapidEye satellite – Forestry Studies

Kick-off Meeting
8-9/jan/2014
Other high resolution satellite data
We will investigate the following data:

Kick-off Meeting
8-9/jan/2014
Task 2.1 main objectives
• design of an automatic chain that provides a first level
forest inventory exploiting satellite imagery
• calculation of NDVI (Normalised Difference Vegetation
Indices) to monitor tree growth and biomass production also
in mountainous environment
• first level forest inventory used also to drive more accurate
UAV/in-situ measurements

• satellite-based data fusion with other data to achieve more
accurate results

Kick-off Meeting
8-9/jan/2014

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T.2.1 – remote sensing and multispectral analysis (by fly)

  • 1. SLOPE WP 2 – Task 2.1 Remote sensing and multispectral analysis Andrea Masini, PhD Remote Sensing Department Flyby S.r.l. Kick-off Meeting 8-9/jan/2014
  • 2. Task 2.1: general description • design of an automatic chain that provides a first level forest inventory exploiting satellite imagery • calculation of NDVI (Normalised Difference Vegetation Indices) to monitor tree growth and biomass production also in mountainous environment • first level forest inventory used also to drive more accurate UAV/in-situ measurements • satellite-based data fusion with other data to achieve more accurate results Kick-off Meeting 8-9/jan/2014
  • 3. Task 2.1: participants •Flyby S.r.l. (Leader) • CNR • Coastway • TreeMetrics Kick-off Meeting 8-9/jan/2014
  • 4. Task 2.1: expected output • Deliverable D2.01 (month 8 – August 2014) : Report on remote sensing data collected, on the methodologies and the algorithm to extract needed information and on the generated output Kick-off Meeting 8-9/jan/2014
  • 5. Use of satellite data for forestry Satellite imagery can be extremely useful in the forestry sector in particular for : • forest health near real-time monitoring • accurate and wide forest inventory Kick-off Meeting 8-9/jan/2014
  • 6. Use of satellite data for forestry Studies Different type of analysis Kick-off Meeting 8-9/jan/2014
  • 7. EO data used so far for forestry LOW SPATIAL RESOLUTION Kick-off Meeting 8-9/jan/2014
  • 8. EO data used in the past for • Cover Change Detection • Mapping biophysical structure • Mapping ecosystem services (carbon, water) • Modelling trends under change scenarios • Generating management plans Kick-off Meeting 8-9/jan/2014
  • 9. The vegetation indexes Kick-off Meeting 8-9/jan/2014
  • 10. The vegetation indexes Kick-off Meeting 8-9/jan/2014
  • 12. RapidEye satellite imagery Kick-off Meeting 8-9/jan/2014
  • 13. RapidEye satellite imagery Kick-off Meeting 8-9/jan/2014
  • 14. RapidEye satellite – Forestry Studies Kick-off Meeting 8-9/jan/2014
  • 15. RapidEye satellite – Forestry Studies Kick-off Meeting 8-9/jan/2014
  • 16. RapidEye satellite – Forestry Studies Kick-off Meeting 8-9/jan/2014
  • 17. RapidEye satellite - Forestry Kick-off Meeting 8-9/jan/2014
  • 18. RapidEye satellite – Forestry Studies Kick-off Meeting 8-9/jan/2014
  • 19. Other high resolution satellite data We will investigate the following data: Kick-off Meeting 8-9/jan/2014
  • 20. Task 2.1 main objectives • design of an automatic chain that provides a first level forest inventory exploiting satellite imagery • calculation of NDVI (Normalised Difference Vegetation Indices) to monitor tree growth and biomass production also in mountainous environment • first level forest inventory used also to drive more accurate UAV/in-situ measurements • satellite-based data fusion with other data to achieve more accurate results Kick-off Meeting 8-9/jan/2014