The
overall objective of SIBERIA-II is to demonstrate the viability
of full carbon accounting (including greenhouse gases: CO2,
CO, CH4, N2O, NOx) on a regional basis using the environmental
tools and systems available to us today and in the near
future. The region under study is Northern Eurasia, covering
an area of 200 million ha and representing a significant
part of the Earth's boreal biome which plays a critical
role in global climate. The tools and systems to be employed
include a selected yet spectrally and temporally diverse
set of multi-sensor Earth Observation instruments, detailed
databases of field information and some of the worlds most
advanced climate models to account for fluxes between the
land and the atmosphere.
The
scientific objective of this project is to integrate Earth
observation and climate models so that a full greenhouse
gas accounting within a significant part of the biosphere
may be quantified. This objective will be achieved by using
a proposed project structure which contains three key elements.
These elements are:
1. the multi-sensor approach
encompassing almost all available satellite observations;
2. the seamless integration
of primary and secondary EO products into climate model
development;
3. the knowledge of the
Northern Eurasian regional land cover (already in digital
form) through appropriate collaboration with local agencies
and the previous remote sensing data integration in SIBERIA-I.
SIBERIA-II
develops a combined monitoring system to yield estimates
of carbon sources, sinks and pools at multiple spatial and
temporal scales from regional to those relevant to land
use policy and resource management. This requires the mapping
of heterogeneous properties of the surface features from
satellite data, their validation and extension to appropriate
spatial and temporal scales and a close integration with
biospheric models to ensure that all parts of the carbon
system are accounted for. The technical objectives will
also place great emphasis on addressing the accuracy both
required by the overall system and delivered by the various
sub-products of the EO approach. Two existing, internationally
recognised global biosphere models (LPJ and S-DGVM) will
be driven and tested using the EO data derived as well as
the Carbon Accounting Method of IIASA.
The
scientific impacts of the project are to:
1. increase the value
of the Earth observation since the methodological development
extends the understanding of the scientific content of the
signal beyond mere empirical relationships based on fusion
of EO with ancillary data sets (GIS, ground data);
2. develop innovative
algorithms will define the interface between EO-data, GIS,
and (ecological) biosphere models;
3. drive, verify or constrain
biosphere models with EO data;
4.
reach verifiable assessment procedures.
SIBERIA-II
can also be seen as a demonstration on how remote sensing
data is useful for
environmental monitoring and specifically for carbon and
climate research.
Active
links are being formed with the TCOS Siberia project (coordinated
through MPI Jena) and with two ESA DUP projects (GLOBCARBON
- global estimation of LAI, fPAR, burned area with multi-sensor
EO data and TEMIS - atmospheric chemistry from EO data).
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