SlideShare uma empresa Scribd logo
1 de 28
Copernicus Land Monitoring service in
support to Ecosystem assessment and
land accounting in the context of SDG15
hans.dufourmont@eea.europa.eu
EU Space Week 2018, Marseille, 3-6 Dec 2018
Land
Monitoring
C o p e r n i c u s p ro g ra m m e : E EA - E i o n e t ro l e s 2 0 1 4 - 2 0 2 0
• Current EEA - Eionet roles in Copernicus 2014-2020
Source: http://www.eea.europa.eu/themes/air/air-quality-index/index
1. Coordination
of in situ data
component
across services
2. Implementation
pan-European and
hotspot
land monitoring
3. Key user
Land
Monitoring
S u s t a i n a b l e D e v e l o p m e n t G o a l s
Land
Monitoring
U N S u s t a i n a b l e D e v e l o p m e n t G o a l s
SUSTAINABLE DEVELOPMENT GOAL 15:
• Protect, restore and promote sustainable use of terrestrial
ecosystems, sustainably manage forests, combat desertification,
and halt and reverse land degradation and halt biodiversity loss
• e.g.:
15.1 By 2020, ensure the conservation, restoration and
sustainable use of terrestrial and inland freshwater
ecosystems and their services, in particular forests,
wetlands, mountains and drylands, in line with obligations
under international agreements
15.1.1 Forest area as a proportion of total land area
15.1.2 Proportion of important sites for terrestrial and
freshwater biodiversity that are covered by protected areas,
by ecosystem type
15.3 By 2030, combat desertification, restore degraded land
and soil, including land affected by desertification, drought
and floods, and strive to achieve a land degradation-neutral
world
15.3.1 Proportion of land that is degraded over total land
area
Land
Monitoring
C o p e r n i c u s L a n d M o n i t o r i n g S e r v i c e ( C L M S )
Systematic Biophysical Monitoring
Ground Motion service
Land Cover & Land Use mapping
Thematic hotspot mapping
© Markus Probeck
Reference data
Land
Monitoring
C o p e r n i c u s L a n d M o n i t o r i n g C o r e S e r v i c e s
wall-to-wall coverage
Long-term time series
change monitoring
information
services at
local, national,
European level
Sentinel 2
Land
Monitoring
High Resolution Layers 2015 on Land Cover characteristics
(20x20 meter resolution)
Source: Copernicus Land Monitoring Service (CLMS), High Resolution Layers, 2015 .
Land
Monitoring
H o t s p o t m o n i t o r i n g p ro d u c t s
total EEA39:
5.838.876 km2
Existing coverage:
• 1,1 M km2 Urban Atlas (2006-12)
• 0,55 M km2 Riparian Zones (2012)
• 0,52 M km2 Natura2000 (2006-12)
In preparation: Coastal Zones:
• 10 km inland buffer
• 0,64 M km2 (2018)
• MMU: from 0,25ha to 1ha
• Adapted nomenclature
• Vector products
Land
Monitoring
H R L I m p e r v i o u s n e s s ( I M P )
i m p r o v e m e n t s o f l a t e s t 2 0 1 5 u p d a t e
Products (40):
• Built-up area & Imperviousness
Degrees 2015 (20m)
• Reprocessing of 2012-2009-2006 (20m)
• Imperviousness (classified) change
• Imperviousness reference database
Input Data:
• Multi-temporal optical HR composites (Sentinel-
2, Landsat, SPOT-4 & -5, IRS-P6, ResourceSat-
2) for 2015 +/-1 year plus HR IMAGE
2012/2009/2006
• VHR images & in-situ data (via CORDA)
Highlights:
High-quality information on
imperviousness change in Europe
(2006/2009/2012/2015).
20062006200920122015
Land
Monitoring
H R L F o re s t e xa m p l e
Image only (VHR background
for reference)
Tree Cover Density 20m (HR)
Dominant Leaf Type 20m (HR)
Forest type 20m (HR)
Forest Additional support layer
(agriculture & urban trees)
Small Woody Features 5m (VHR)
Land
Monitoring
Land
Monitoring
H R L G r a s s l a n d e x a m p l e
Source: Copernicus Land Monitoring Service (CLMS), High Resolution Layers, 2015
• Ploughing indicator
• Grass Vegetation
Probability Index
• Grassland mask
Land Monitoring
challenges and opportunities
S u s t a i n a b l e l a n d
m a n a g e m e n t , S D G s
a n d r e l a t e d p o l i c i e s
Land
Monitoring
C C : M o n i t o r i n g C O 2 f r o m l a n d u s e - L U L U C F
The main greenhouse gas emission sources/removals and processes in
managed ecosystems.
©DavideMarchi,Nature@workEEA
Source: 2006 IPCC Guidelines, Vol 4, Ch.1
Land
Monitoring
A g r i c u l t u r e , F o r e s t s a n d O t h e r L a n d U s e ( A F O L U ) :
A q u a r t e r o f g l o b a l G H G e m i s s i o n s
Land
Monitoring
C C : M o n i t o r i n g C O 2 f r o m l a n d u s e - L U L U C F
• Source: ETC/ACM Working Paper, 2018
Land
Monitoring
C o m m o n A g r i c u l t u r a l P o l i c y i m p a c t i n d i c a t o r s
Land
Monitoring
T h e E U ’ s U r b a n A g e n d a
Land
Monitoring
L a n d r e c y c l i n g a n d d e n s i f i c a t i o n
Land
Monitoring
H R L I m p e r v i o u s n e s s E x a m p l e B e r l i n
20062006-20092009-20122012-20152015
New Berlin-Brandenburg airport
Construction start: September 2006
Berlin-Schönefeld
airport
NUTS-3 region
DE406
Dahme-Spreewald
Land
Monitoring
I m p e r v i o u s n e s s d e n s i t y m a p o v e r E u r o p e
Land
Monitoring
P o s s i b l e d i m e n s i o n s f o r c o m p a r i s o n
LUCAS LC type A(xx) Imperviousness HRL
Update frequency 3 years (2006, 2009, 2012, 2015) 3 years (2006, 2009, 2012, 2015 (available
early 2018)
Type of survey Point sample based in situ land cover and
land use data collection exercise
Semi-automated mapping based on Satellite
imagery. Wall-to-wall.
Product LC/LU information per sample point that can
be aggregated e.g. to country level
% sealing for each 20m and 100m pixel. Total
area of sealing can be derived directly
Level of detail In situ data collection on 270 000 points
(stratification based on orthophoto
interpretation out of a total of 1 100 000)
20m pixels, individual roads, houses, fine
scale sealing pattern
What can it be used
for
Regional to country and EU level overview
statistics?
Regional to country and EU level overview
statistics and detailed spatially explicit
analysis of sealing pattern and dynamics
Accuracy ? Target accuracy min. Of 90% users/producers
accuracy
Land
Monitoring
N o m e n c l a t u r e a n d d e f i n i t i o n s –
k e y t o s h a r e d u n d e r s t a n d i n g
• Land take indicator: based on CLC land cover flows. Maps changes
from semi-natural and natural classes to urban and artificial land
classes.
• Imperivousness HRL and derived indicator: maps the existence of
sealed soil/artificial impervious surfaces. All detectable sealed
surfaces are mapped, including roads and transport infrastructure
• Artificial surface from LUCAS. Category A (Artifical Land) contains
both sealed and unsealed (parts of the non-built up artificial
surface class) areas?, but should be largely overlap with
imperviousness minus roads.
• Artificial land cover (suggested SDG indicators) seem to match
both with imperviousness data, and Category A from LUCAS
Land
Monitoring
H R L i m p e r v i o u s n e s s 2 0 1 5 E x a m p l e L u x e m b o u r g C i t y
Land
Monitoring
S D G M o n i t o r i n g R e q u i r e m e n t s :
a d r i v e r f o r a n e w p r o d u c t c o n c e p t : C L C +
• Summary of requirements review
– MMU 0.5 to 5 ha, 0.5 to 1 ha for LULUCF
– Change layer MMU = status layer MMU
– Revised thematic content (more classes,
increased characterisation)
– 3 year to yearly & dynamic update cycle
– Pan-European coverage (EEA-39)
• Aspects of ….
– Current CLC
– Hotspot monitoring products
– HRLs
– EAGLE Group developments
Land
Monitoring
C L C + b u i l d s u p o n E A G L E d a t a m o d e l i m p l e m e n t e d
i n a g r i d d a t a b a s e
• Grid GIS databases
Land
Monitoring
26
Examples – published … and in work
• Land take (based on CLC): existing
• Imperviousness and imperviousness change
• (existing for 2009-2012, update for 2006-209-2012-2015 in preparation)
• Urban sprawl ‘indicator’ (developed and published, but not implemented
• Land recycling ‘indicator’ (in preparation, draft 2016)
o Based on Corine LC and Urban Atlas LC change flows 2006-2012
o Set of 13 (sub)indicators
• Landscape fragmentation published end 2017
o Based on HRL Imperviousness 2012 with corresponding OSM transport
networks
• Forest indicator(s) (in preparation 2018/2019)
o Partly based on Copernicus forest products
• Peri-urban areas (in preparation)
• Grassland (in preparation)
E x i s t i n g a n d p a n n e d E E A i n d i c a t o rs b a s e d ( p a r t l y ) o n
C o p e r n i c u s d a t a
Land
Monitoring
E u r o p e a n l e v e l d i s s e m i n a t i o n a c t i v i t i e s :
t h e C o p e r n i c u s l a n d p o r t a l
Focus on:
– Easy access to the products:
• discover, view, WMS / download
– INSPIRE compliant metadata
– structural linkages with the
open data initiatives on
European and global level, in
order to promote the use of
the Copernicus Land products
Land
Monitoring
T h a n k y o u
Copernicus Sentinel 2

Mais conteúdo relacionado

Mais procurados

Mapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAP
Mapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAPMapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAP
Mapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAPSpot Image
 
Following informations must be
Following informations must beFollowing informations must be
Following informations must beECRD IN
 
AHN: The need for a nation wide digital elevation model
AHN: The need for a nation wide digital elevation modelAHN: The need for a nation wide digital elevation model
AHN: The need for a nation wide digital elevation modelNielsVanDerZon
 
East Anglia Fenlands
East Anglia FenlandsEast Anglia Fenlands
East Anglia FenlandsAndrew Zolnai
 
Introduction to GSOC map
Introduction to GSOC mapIntroduction to GSOC map
Introduction to GSOC mapFAO
 
A new remote sensing methodology for detailed international mapping in the V4...
A new remote sensing methodology for detailed international mapping in the V4...A new remote sensing methodology for detailed international mapping in the V4...
A new remote sensing methodology for detailed international mapping in the V4...mirijovsky
 
The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...ExternalEvents
 
TTI Production services
TTI Production servicesTTI Production services
TTI Production servicesTTI Production
 
The Many Uses of FME at PNM
The Many Uses of FME at PNMThe Many Uses of FME at PNM
The Many Uses of FME at PNMSafe Software
 
A strategy for estimating the components of the carbon and water budgets for ...
A strategy for estimating the components of the carbon and water budgets for ...A strategy for estimating the components of the carbon and water budgets for ...
A strategy for estimating the components of the carbon and water budgets for ...Integrated Carbon Observation System (ICOS)
 
Lupws session 1 progress NGD FINNMAP_short_oct2012_eng only
Lupws session 1 progress NGD FINNMAP_short_oct2012_eng onlyLupws session 1 progress NGD FINNMAP_short_oct2012_eng only
Lupws session 1 progress NGD FINNMAP_short_oct2012_eng onlyLUP_Lao
 
Modelling Development-related Changes in Concentrations and Deposition to Hab...
Modelling Development-related Changes in Concentrations and Deposition to Hab...Modelling Development-related Changes in Concentrations and Deposition to Hab...
Modelling Development-related Changes in Concentrations and Deposition to Hab...IES / IAQM
 
UAS Applications for Civil Engineering
UAS Applications for Civil EngineeringUAS Applications for Civil Engineering
UAS Applications for Civil EngineeringUAS Colorado
 
Coastway technical presentation5
Coastway technical presentation5Coastway technical presentation5
Coastway technical presentation5SLOPE Project
 

Mais procurados (20)

Combat cmems ga_se_h2020_slider
Combat cmems ga_se_h2020_sliderCombat cmems ga_se_h2020_slider
Combat cmems ga_se_h2020_slider
 
Casos de uso do FME no IBGE
Casos de uso do FME no IBGECasos de uso do FME no IBGE
Casos de uso do FME no IBGE
 
Mapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAP
Mapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAPMapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAP
Mapping Santa Catarina, Brazil with SPOT 5 HRS and HRG by ENGEMAP
 
Following informations must be
Following informations must beFollowing informations must be
Following informations must be
 
Copernicus Status
Copernicus Status Copernicus Status
Copernicus Status
 
AHN: The need for a nation wide digital elevation model
AHN: The need for a nation wide digital elevation modelAHN: The need for a nation wide digital elevation model
AHN: The need for a nation wide digital elevation model
 
East Anglia Fenlands
East Anglia FenlandsEast Anglia Fenlands
East Anglia Fenlands
 
Introduction to GSOC map
Introduction to GSOC mapIntroduction to GSOC map
Introduction to GSOC map
 
A new remote sensing methodology for detailed international mapping in the V4...
A new remote sensing methodology for detailed international mapping in the V4...A new remote sensing methodology for detailed international mapping in the V4...
A new remote sensing methodology for detailed international mapping in the V4...
 
The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...
 
My Ocean Breve
My Ocean BreveMy Ocean Breve
My Ocean Breve
 
TTI Production services
TTI Production servicesTTI Production services
TTI Production services
 
The Many Uses of FME at PNM
The Many Uses of FME at PNMThe Many Uses of FME at PNM
The Many Uses of FME at PNM
 
A strategy for estimating the components of the carbon and water budgets for ...
A strategy for estimating the components of the carbon and water budgets for ...A strategy for estimating the components of the carbon and water budgets for ...
A strategy for estimating the components of the carbon and water budgets for ...
 
Innovation web-based modeling solutions for wildfires
Innovation web-based modeling solutions for wildfiresInnovation web-based modeling solutions for wildfires
Innovation web-based modeling solutions for wildfires
 
Lupws session 1 progress NGD FINNMAP_short_oct2012_eng only
Lupws session 1 progress NGD FINNMAP_short_oct2012_eng onlyLupws session 1 progress NGD FINNMAP_short_oct2012_eng only
Lupws session 1 progress NGD FINNMAP_short_oct2012_eng only
 
Modelling Development-related Changes in Concentrations and Deposition to Hab...
Modelling Development-related Changes in Concentrations and Deposition to Hab...Modelling Development-related Changes in Concentrations and Deposition to Hab...
Modelling Development-related Changes in Concentrations and Deposition to Hab...
 
Joint GWP CEE/DMCSEE training: Drought management by Gregor Gregorič and Andr...
Joint GWP CEE/DMCSEE training: Drought management by Gregor Gregorič and Andr...Joint GWP CEE/DMCSEE training: Drought management by Gregor Gregorič and Andr...
Joint GWP CEE/DMCSEE training: Drought management by Gregor Gregorič and Andr...
 
UAS Applications for Civil Engineering
UAS Applications for Civil EngineeringUAS Applications for Civil Engineering
UAS Applications for Civil Engineering
 
Coastway technical presentation5
Coastway technical presentation5Coastway technical presentation5
Coastway technical presentation5
 

Semelhante a Ecosystem assessment and accounting in the context of SDG 15 Hans Dufourmont EEA

Preliminary Assessment of the Global Urban Footprint and the Global Human Set...
Preliminary Assessment of the Global Urban Footprint and the Global Human Set...Preliminary Assessment of the Global Urban Footprint and the Global Human Set...
Preliminary Assessment of the Global Urban Footprint and the Global Human Set...Marco Minghini
 
BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2
BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2
BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2Antoine Lefebvre
 
Beyond good enough? Spatial Data Quality and OpenStreetMap data
Beyond good enough? Spatial Data Quality and OpenStreetMap dataBeyond good enough? Spatial Data Quality and OpenStreetMap data
Beyond good enough? Spatial Data Quality and OpenStreetMap dataMuki Haklay
 
Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...
Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...
Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...Integrated Carbon Observation System (ICOS)
 
''Copernicus for sustainable land management'' by Markus Erhard, European Env...
''Copernicus for sustainable land management'' by Markus Erhard, European Env...''Copernicus for sustainable land management'' by Markus Erhard, European Env...
''Copernicus for sustainable land management'' by Markus Erhard, European Env...The European GNSS Agency (GSA)
 
TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...
TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...
TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...grssieee
 
Opportunities for the Hydrographic Sector Using Satellite Observation Services
Opportunities for the Hydrographic Sector Using Satellite Observation ServicesOpportunities for the Hydrographic Sector Using Satellite Observation Services
Opportunities for the Hydrographic Sector Using Satellite Observation ServicesHydrographic Society Benelux
 
Pillar 4 Information and Data
Pillar 4 Information and DataPillar 4 Information and Data
Pillar 4 Information and DataStankovic G
 
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...Integrated Carbon Observation System (ICOS)
 
GSOC17 Introduction, Product specifications, Existing SOC maps and methodologies
GSOC17 Introduction, Product specifications, Existing SOC maps and methodologiesGSOC17 Introduction, Product specifications, Existing SOC maps and methodologies
GSOC17 Introduction, Product specifications, Existing SOC maps and methodologiesFAO
 
Using satellite imagery to track economic change
Using satellite imagery to track economic changeUsing satellite imagery to track economic change
Using satellite imagery to track economic changeRishabh Srivastava
 
Nereus atene-rven - presentation 3 - 2014
Nereus   atene-rven - presentation 3 - 2014Nereus   atene-rven - presentation 3 - 2014
Nereus atene-rven - presentation 3 - 2014Silvano De Zorzi
 
Regression_Presentation2
Regression_Presentation2Regression_Presentation2
Regression_Presentation2Drake Sprague
 
Computational Model for Urban Growth Using Socioeconomic Latent Parameters
Computational Model for Urban Growth Using Socioeconomic Latent ParametersComputational Model for Urban Growth Using Socioeconomic Latent Parameters
Computational Model for Urban Growth Using Socioeconomic Latent ParametersPiyush Yadav
 

Semelhante a Ecosystem assessment and accounting in the context of SDG 15 Hans Dufourmont EEA (20)

Copernicus general overview
Copernicus general overviewCopernicus general overview
Copernicus general overview
 
Geoland2 Workshop - 01 - sousa
Geoland2 Workshop - 01 - sousaGeoland2 Workshop - 01 - sousa
Geoland2 Workshop - 01 - sousa
 
EENA 2018 - Mapping Emergencies & Disasters
EENA 2018 - Mapping Emergencies & DisastersEENA 2018 - Mapping Emergencies & Disasters
EENA 2018 - Mapping Emergencies & Disasters
 
Towards an anthropogenic CO2 emissions monitoring system
Towards an anthropogenic CO2 emissions monitoring systemTowards an anthropogenic CO2 emissions monitoring system
Towards an anthropogenic CO2 emissions monitoring system
 
Preliminary Assessment of the Global Urban Footprint and the Global Human Set...
Preliminary Assessment of the Global Urban Footprint and the Global Human Set...Preliminary Assessment of the Global Urban Footprint and the Global Human Set...
Preliminary Assessment of the Global Urban Footprint and the Global Human Set...
 
BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2
BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2
BELSPO 2016/10/25 : Monitoring urban areas with Sentinel_2
 
Beyond good enough? Spatial Data Quality and OpenStreetMap data
Beyond good enough? Spatial Data Quality and OpenStreetMap dataBeyond good enough? Spatial Data Quality and OpenStreetMap data
Beyond good enough? Spatial Data Quality and OpenStreetMap data
 
Copernicus and its evolution H2020
Copernicus and its evolution H2020Copernicus and its evolution H2020
Copernicus and its evolution H2020
 
Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...
Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...
Davis, Kenneth: Applications of eddy covariance flux measurements in quantify...
 
''Copernicus for sustainable land management'' by Markus Erhard, European Env...
''Copernicus for sustainable land management'' by Markus Erhard, European Env...''Copernicus for sustainable land management'' by Markus Erhard, European Env...
''Copernicus for sustainable land management'' by Markus Erhard, European Env...
 
TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...
TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...
TU3.L09 - SPACEBORNE FULLY POLARIMETRIC TIME-SERIES DATASETS FOR LAND COVER A...
 
Opportunities for the Hydrographic Sector Using Satellite Observation Services
Opportunities for the Hydrographic Sector Using Satellite Observation ServicesOpportunities for the Hydrographic Sector Using Satellite Observation Services
Opportunities for the Hydrographic Sector Using Satellite Observation Services
 
Pillar 4 Information and Data
Pillar 4 Information and DataPillar 4 Information and Data
Pillar 4 Information and Data
 
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
Vogel, Felix: Urban greenhouse gas monitoring in the Greater Toronto Region, ...
 
presentation 2
presentation 2presentation 2
presentation 2
 
GSOC17 Introduction, Product specifications, Existing SOC maps and methodologies
GSOC17 Introduction, Product specifications, Existing SOC maps and methodologiesGSOC17 Introduction, Product specifications, Existing SOC maps and methodologies
GSOC17 Introduction, Product specifications, Existing SOC maps and methodologies
 
Using satellite imagery to track economic change
Using satellite imagery to track economic changeUsing satellite imagery to track economic change
Using satellite imagery to track economic change
 
Nereus atene-rven - presentation 3 - 2014
Nereus   atene-rven - presentation 3 - 2014Nereus   atene-rven - presentation 3 - 2014
Nereus atene-rven - presentation 3 - 2014
 
Regression_Presentation2
Regression_Presentation2Regression_Presentation2
Regression_Presentation2
 
Computational Model for Urban Growth Using Socioeconomic Latent Parameters
Computational Model for Urban Growth Using Socioeconomic Latent ParametersComputational Model for Urban Growth Using Socioeconomic Latent Parameters
Computational Model for Urban Growth Using Socioeconomic Latent Parameters
 

Mais de The European GNSS Agency (GSA)

EGNOS service for payment and liability critical road applications
EGNOS service for payment and liability critical road applications EGNOS service for payment and liability critical road applications
EGNOS service for payment and liability critical road applications The European GNSS Agency (GSA)
 
Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)
Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)
Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)The European GNSS Agency (GSA)
 
The Regulatory Perspective Towards GNSS Adoption in Rail- ERA
The Regulatory Perspective Towards GNSS Adoption in Rail- ERAThe Regulatory Perspective Towards GNSS Adoption in Rail- ERA
The Regulatory Perspective Towards GNSS Adoption in Rail- ERAThe European GNSS Agency (GSA)
 
DGNSS & Autonomous Rail Transport Mobility - Optimization
DGNSS & Autonomous Rail Transport Mobility - OptimizationDGNSS & Autonomous Rail Transport Mobility - Optimization
DGNSS & Autonomous Rail Transport Mobility - OptimizationThe European GNSS Agency (GSA)
 
ESA stems system suitability study for train positioning using ERTMS
ESA stems system suitability study for train positioning using ERTMSESA stems system suitability study for train positioning using ERTMS
ESA stems system suitability study for train positioning using ERTMSThe European GNSS Agency (GSA)
 
ERSAT Projects – E-GNSS based solution for Low density lines and its certific...
ERSAT Projects – E-GNSS based solution for Low density lines and its certific...ERSAT Projects – E-GNSS based solution for Low density lines and its certific...
ERSAT Projects – E-GNSS based solution for Low density lines and its certific...The European GNSS Agency (GSA)
 
STARS Project – GNSS performances, rail environment characterisation and conc...
STARS Project – GNSS performances, rail environment characterisation and conc...STARS Project – GNSS performances, rail environment characterisation and conc...
STARS Project – GNSS performances, rail environment characterisation and conc...The European GNSS Agency (GSA)
 
Integrating GNSS within another safety critical transport mode
Integrating GNSS within another safety critical transport modeIntegrating GNSS within another safety critical transport mode
Integrating GNSS within another safety critical transport modeThe European GNSS Agency (GSA)
 
Testbed in aarhus for precision positioning and autonomous systems (tapas)
Testbed in aarhus for precision positioning and autonomous systems (tapas)Testbed in aarhus for precision positioning and autonomous systems (tapas)
Testbed in aarhus for precision positioning and autonomous systems (tapas)The European GNSS Agency (GSA)
 
Cooperative its and advanced location and navigation solution for signalling ...
Cooperative its and advanced location and navigation solution for signalling ...Cooperative its and advanced location and navigation solution for signalling ...
Cooperative its and advanced location and navigation solution for signalling ...The European GNSS Agency (GSA)
 
Make your logistic assets smarter exploit their full potential with the inter...
Make your logistic assets smarter exploit their full potential with the inter...Make your logistic assets smarter exploit their full potential with the inter...
Make your logistic assets smarter exploit their full potential with the inter...The European GNSS Agency (GSA)
 

Mais de The European GNSS Agency (GSA) (20)

EGNOS service for payment and liability critical road applications
EGNOS service for payment and liability critical road applications EGNOS service for payment and liability critical road applications
EGNOS service for payment and liability critical road applications
 
Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)
Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)
Enhanced GNSS Receiver/User Terminal - Webinar (Fundamental Elements Call)
 
The Regulatory Perspective Towards GNSS Adoption in Rail- ERA
The Regulatory Perspective Towards GNSS Adoption in Rail- ERAThe Regulatory Perspective Towards GNSS Adoption in Rail- ERA
The Regulatory Perspective Towards GNSS Adoption in Rail- ERA
 
Smart cargo
Smart cargoSmart cargo
Smart cargo
 
DGNSS & Autonomous Rail Transport Mobility - Optimization
DGNSS & Autonomous Rail Transport Mobility - OptimizationDGNSS & Autonomous Rail Transport Mobility - Optimization
DGNSS & Autonomous Rail Transport Mobility - Optimization
 
GSA project roadmap summary and next steps
GSA project roadmap summary and next stepsGSA project roadmap summary and next steps
GSA project roadmap summary and next steps
 
X2RAIL2 and other S2R projects
X2RAIL2 and other S2R projectsX2RAIL2 and other S2R projects
X2RAIL2 and other S2R projects
 
ESA stems system suitability study for train positioning using ERTMS
ESA stems system suitability study for train positioning using ERTMSESA stems system suitability study for train positioning using ERTMS
ESA stems system suitability study for train positioning using ERTMS
 
Sia GNSS contribution to rail asset management
Sia GNSS contribution to rail asset managementSia GNSS contribution to rail asset management
Sia GNSS contribution to rail asset management
 
ERSAT Projects – E-GNSS based solution for Low density lines and its certific...
ERSAT Projects – E-GNSS based solution for Low density lines and its certific...ERSAT Projects – E-GNSS based solution for Low density lines and its certific...
ERSAT Projects – E-GNSS based solution for Low density lines and its certific...
 
STARS Project – GNSS performances, rail environment characterisation and conc...
STARS Project – GNSS performances, rail environment characterisation and conc...STARS Project – GNSS performances, rail environment characterisation and conc...
STARS Project – GNSS performances, rail environment characterisation and conc...
 
Integrating GNSS within another safety critical transport mode
Integrating GNSS within another safety critical transport modeIntegrating GNSS within another safety critical transport mode
Integrating GNSS within another safety critical transport mode
 
Six challenges to ensure digital transformation
Six challenges to ensure digital transformationSix challenges to ensure digital transformation
Six challenges to ensure digital transformation
 
Autonomous emergency manoeuvring
Autonomous emergency manoeuvringAutonomous emergency manoeuvring
Autonomous emergency manoeuvring
 
Sensor observation of urban life
Sensor observation of urban lifeSensor observation of urban life
Sensor observation of urban life
 
Testbed in aarhus for precision positioning and autonomous systems (tapas)
Testbed in aarhus for precision positioning and autonomous systems (tapas)Testbed in aarhus for precision positioning and autonomous systems (tapas)
Testbed in aarhus for precision positioning and autonomous systems (tapas)
 
Cooperative its and advanced location and navigation solution for signalling ...
Cooperative its and advanced location and navigation solution for signalling ...Cooperative its and advanced location and navigation solution for signalling ...
Cooperative its and advanced location and navigation solution for signalling ...
 
Cloudy boss
Cloudy bossCloudy boss
Cloudy boss
 
French SmartPort
French SmartPortFrench SmartPort
French SmartPort
 
Make your logistic assets smarter exploit their full potential with the inter...
Make your logistic assets smarter exploit their full potential with the inter...Make your logistic assets smarter exploit their full potential with the inter...
Make your logistic assets smarter exploit their full potential with the inter...
 

Último

The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...ranjana rawat
 
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)RaviPrajapat11
 
(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...ranjana rawat
 
Horizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben AbrahamHorizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben Abrahamssuserbb03ff
 
Call Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance Bookingtanu pandey
 
Call Girls South Delhi Delhi reach out to us at ☎ 9711199012
Call Girls South Delhi Delhi reach out to us at ☎ 9711199012Call Girls South Delhi Delhi reach out to us at ☎ 9711199012
Call Girls South Delhi Delhi reach out to us at ☎ 9711199012sapnasaifi408
 
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...Suhani Kapoor
 
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girlsMumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girlsPooja Nehwal
 
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Sapana Sha
 
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...Call Girls in Nagpur High Profile
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...Suhani Kapoor
 

Último (20)

The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
 
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
(DIYA) Call Girls Sinhagad Road ( 7001035870 ) HI-Fi Pune Escorts Service
 
Green Marketing
Green MarketingGreen Marketing
Green Marketing
 
Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)Environmental Toxicology (environmental biology)
Environmental Toxicology (environmental biology)
 
(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(NANDITA) Hadapsar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
 
Horizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben AbrahamHorizon Net Zero Dawn – keynote slides by Ben Abraham
Horizon Net Zero Dawn – keynote slides by Ben Abraham
 
Call Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Pune Airport Call Me 7737669865 Budget Friendly No Advance Booking
 
Call Girls South Delhi Delhi reach out to us at ☎ 9711199012
Call Girls South Delhi Delhi reach out to us at ☎ 9711199012Call Girls South Delhi Delhi reach out to us at ☎ 9711199012
Call Girls South Delhi Delhi reach out to us at ☎ 9711199012
 
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
VIP Call Girls Saharanpur Aaradhya 8250192130 Independent Escort Service Saha...
 
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girlsMumbai Call Girls, 💞  Prity 9892124323, Navi Mumbai Call girls
Mumbai Call Girls, 💞 Prity 9892124323, Navi Mumbai Call girls
 
Call Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Yamuna Vihar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
 
E Waste Management
E Waste ManagementE Waste Management
E Waste Management
 
Escort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCR
Escort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCREscort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCR
Escort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCR
 
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...Booking open Available Pune Call Girls Budhwar Peth  6297143586 Call Hot Indi...
Booking open Available Pune Call Girls Budhwar Peth 6297143586 Call Hot Indi...
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
 
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
 
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
 
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort serviceyoung Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
young Whatsapp Call Girls in Delhi Cantt🔝 9953056974 🔝 escort service
 

Ecosystem assessment and accounting in the context of SDG 15 Hans Dufourmont EEA

  • 1. Copernicus Land Monitoring service in support to Ecosystem assessment and land accounting in the context of SDG15 hans.dufourmont@eea.europa.eu EU Space Week 2018, Marseille, 3-6 Dec 2018
  • 2. Land Monitoring C o p e r n i c u s p ro g ra m m e : E EA - E i o n e t ro l e s 2 0 1 4 - 2 0 2 0 • Current EEA - Eionet roles in Copernicus 2014-2020 Source: http://www.eea.europa.eu/themes/air/air-quality-index/index 1. Coordination of in situ data component across services 2. Implementation pan-European and hotspot land monitoring 3. Key user
  • 3. Land Monitoring S u s t a i n a b l e D e v e l o p m e n t G o a l s
  • 4. Land Monitoring U N S u s t a i n a b l e D e v e l o p m e n t G o a l s SUSTAINABLE DEVELOPMENT GOAL 15: • Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss • e.g.: 15.1 By 2020, ensure the conservation, restoration and sustainable use of terrestrial and inland freshwater ecosystems and their services, in particular forests, wetlands, mountains and drylands, in line with obligations under international agreements 15.1.1 Forest area as a proportion of total land area 15.1.2 Proportion of important sites for terrestrial and freshwater biodiversity that are covered by protected areas, by ecosystem type 15.3 By 2030, combat desertification, restore degraded land and soil, including land affected by desertification, drought and floods, and strive to achieve a land degradation-neutral world 15.3.1 Proportion of land that is degraded over total land area
  • 5. Land Monitoring C o p e r n i c u s L a n d M o n i t o r i n g S e r v i c e ( C L M S ) Systematic Biophysical Monitoring Ground Motion service Land Cover & Land Use mapping Thematic hotspot mapping © Markus Probeck Reference data
  • 6. Land Monitoring C o p e r n i c u s L a n d M o n i t o r i n g C o r e S e r v i c e s wall-to-wall coverage Long-term time series change monitoring information services at local, national, European level Sentinel 2
  • 7. Land Monitoring High Resolution Layers 2015 on Land Cover characteristics (20x20 meter resolution) Source: Copernicus Land Monitoring Service (CLMS), High Resolution Layers, 2015 .
  • 8. Land Monitoring H o t s p o t m o n i t o r i n g p ro d u c t s total EEA39: 5.838.876 km2 Existing coverage: • 1,1 M km2 Urban Atlas (2006-12) • 0,55 M km2 Riparian Zones (2012) • 0,52 M km2 Natura2000 (2006-12) In preparation: Coastal Zones: • 10 km inland buffer • 0,64 M km2 (2018) • MMU: from 0,25ha to 1ha • Adapted nomenclature • Vector products
  • 9. Land Monitoring H R L I m p e r v i o u s n e s s ( I M P ) i m p r o v e m e n t s o f l a t e s t 2 0 1 5 u p d a t e Products (40): • Built-up area & Imperviousness Degrees 2015 (20m) • Reprocessing of 2012-2009-2006 (20m) • Imperviousness (classified) change • Imperviousness reference database Input Data: • Multi-temporal optical HR composites (Sentinel- 2, Landsat, SPOT-4 & -5, IRS-P6, ResourceSat- 2) for 2015 +/-1 year plus HR IMAGE 2012/2009/2006 • VHR images & in-situ data (via CORDA) Highlights: High-quality information on imperviousness change in Europe (2006/2009/2012/2015). 20062006200920122015
  • 10. Land Monitoring H R L F o re s t e xa m p l e Image only (VHR background for reference) Tree Cover Density 20m (HR) Dominant Leaf Type 20m (HR) Forest type 20m (HR) Forest Additional support layer (agriculture & urban trees) Small Woody Features 5m (VHR) Land Monitoring
  • 11. Land Monitoring H R L G r a s s l a n d e x a m p l e Source: Copernicus Land Monitoring Service (CLMS), High Resolution Layers, 2015 • Ploughing indicator • Grass Vegetation Probability Index • Grassland mask
  • 12. Land Monitoring challenges and opportunities S u s t a i n a b l e l a n d m a n a g e m e n t , S D G s a n d r e l a t e d p o l i c i e s
  • 13. Land Monitoring C C : M o n i t o r i n g C O 2 f r o m l a n d u s e - L U L U C F The main greenhouse gas emission sources/removals and processes in managed ecosystems. ©DavideMarchi,Nature@workEEA Source: 2006 IPCC Guidelines, Vol 4, Ch.1
  • 14. Land Monitoring A g r i c u l t u r e , F o r e s t s a n d O t h e r L a n d U s e ( A F O L U ) : A q u a r t e r o f g l o b a l G H G e m i s s i o n s
  • 15. Land Monitoring C C : M o n i t o r i n g C O 2 f r o m l a n d u s e - L U L U C F • Source: ETC/ACM Working Paper, 2018
  • 16. Land Monitoring C o m m o n A g r i c u l t u r a l P o l i c y i m p a c t i n d i c a t o r s
  • 17. Land Monitoring T h e E U ’ s U r b a n A g e n d a
  • 18. Land Monitoring L a n d r e c y c l i n g a n d d e n s i f i c a t i o n
  • 19. Land Monitoring H R L I m p e r v i o u s n e s s E x a m p l e B e r l i n 20062006-20092009-20122012-20152015 New Berlin-Brandenburg airport Construction start: September 2006 Berlin-Schönefeld airport NUTS-3 region DE406 Dahme-Spreewald
  • 20. Land Monitoring I m p e r v i o u s n e s s d e n s i t y m a p o v e r E u r o p e
  • 21. Land Monitoring P o s s i b l e d i m e n s i o n s f o r c o m p a r i s o n LUCAS LC type A(xx) Imperviousness HRL Update frequency 3 years (2006, 2009, 2012, 2015) 3 years (2006, 2009, 2012, 2015 (available early 2018) Type of survey Point sample based in situ land cover and land use data collection exercise Semi-automated mapping based on Satellite imagery. Wall-to-wall. Product LC/LU information per sample point that can be aggregated e.g. to country level % sealing for each 20m and 100m pixel. Total area of sealing can be derived directly Level of detail In situ data collection on 270 000 points (stratification based on orthophoto interpretation out of a total of 1 100 000) 20m pixels, individual roads, houses, fine scale sealing pattern What can it be used for Regional to country and EU level overview statistics? Regional to country and EU level overview statistics and detailed spatially explicit analysis of sealing pattern and dynamics Accuracy ? Target accuracy min. Of 90% users/producers accuracy
  • 22. Land Monitoring N o m e n c l a t u r e a n d d e f i n i t i o n s – k e y t o s h a r e d u n d e r s t a n d i n g • Land take indicator: based on CLC land cover flows. Maps changes from semi-natural and natural classes to urban and artificial land classes. • Imperivousness HRL and derived indicator: maps the existence of sealed soil/artificial impervious surfaces. All detectable sealed surfaces are mapped, including roads and transport infrastructure • Artificial surface from LUCAS. Category A (Artifical Land) contains both sealed and unsealed (parts of the non-built up artificial surface class) areas?, but should be largely overlap with imperviousness minus roads. • Artificial land cover (suggested SDG indicators) seem to match both with imperviousness data, and Category A from LUCAS
  • 23. Land Monitoring H R L i m p e r v i o u s n e s s 2 0 1 5 E x a m p l e L u x e m b o u r g C i t y
  • 24. Land Monitoring S D G M o n i t o r i n g R e q u i r e m e n t s : a d r i v e r f o r a n e w p r o d u c t c o n c e p t : C L C + • Summary of requirements review – MMU 0.5 to 5 ha, 0.5 to 1 ha for LULUCF – Change layer MMU = status layer MMU – Revised thematic content (more classes, increased characterisation) – 3 year to yearly & dynamic update cycle – Pan-European coverage (EEA-39) • Aspects of …. – Current CLC – Hotspot monitoring products – HRLs – EAGLE Group developments
  • 25. Land Monitoring C L C + b u i l d s u p o n E A G L E d a t a m o d e l i m p l e m e n t e d i n a g r i d d a t a b a s e • Grid GIS databases
  • 26. Land Monitoring 26 Examples – published … and in work • Land take (based on CLC): existing • Imperviousness and imperviousness change • (existing for 2009-2012, update for 2006-209-2012-2015 in preparation) • Urban sprawl ‘indicator’ (developed and published, but not implemented • Land recycling ‘indicator’ (in preparation, draft 2016) o Based on Corine LC and Urban Atlas LC change flows 2006-2012 o Set of 13 (sub)indicators • Landscape fragmentation published end 2017 o Based on HRL Imperviousness 2012 with corresponding OSM transport networks • Forest indicator(s) (in preparation 2018/2019) o Partly based on Copernicus forest products • Peri-urban areas (in preparation) • Grassland (in preparation) E x i s t i n g a n d p a n n e d E E A i n d i c a t o rs b a s e d ( p a r t l y ) o n C o p e r n i c u s d a t a
  • 27. Land Monitoring E u r o p e a n l e v e l d i s s e m i n a t i o n a c t i v i t i e s : t h e C o p e r n i c u s l a n d p o r t a l Focus on: – Easy access to the products: • discover, view, WMS / download – INSPIRE compliant metadata – structural linkages with the open data initiatives on European and global level, in order to promote the use of the Copernicus Land products
  • 28. Land Monitoring T h a n k y o u Copernicus Sentinel 2

Notas do Editor

  1. Global AFOLU greenhouse gas emissions by sub-sector in GtCO2e, in 2010. Source: World Resources Institute analysis based on UNEP, 2012; FAO, 2012; EIA, 2012; IEA, 2012; and Houghton, 2008, with adjustments.31 * Land Use, Land-Use Change and Forestry (LULUCF) . Figure 7, pp 32 of BETTER GROWTH, BETTER CLIMATE : The New Climate Economy THE SYNTHESIS REPORT SEPTEMBER 2014