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biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE
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Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Jan 19, 2016

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Howard Murphy
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Page 1: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

biomass

TO OBSERVE FOREST BIOMASS

FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE

Page 2: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

The global carbon cycle

Page 3: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.
Page 4: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

BIOMASS objectives and purpose

Objective of BIOMASS mission: to make accurate, frequent and global measurements of the distribution of forest biomass and its changes scales comparable with forest changes, and hence unprecedented information on status and dynamics of the Earth’s forests.

Crucial for:• Quantifying land use change (emissions & uptake)• Scientific support for international treaties• Landscape scale carbon dynamics and prediction• Initialising and testing the land element of ESMs• Forest ecosystem services & biodiversity

Page 5: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Estimates of total biomass vary from 39 to 93 GtC

How well is biomass known?

Land cover map

ModelBrown

Potter

Model + SatelliteInterpolation44

Olson

Defries

Brown and Lugo

Fearnside

Interpolation

Carbon (tC/ha)<= 100

101-150151-171

176-200

201-225226+

Page 6: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Tropical forest aboveground biomass maps

Two recent maps of Amazonian biomass – radically different

Page 7: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

-30

-25

-20

-15

-10

0 40 80 120 160

Above-ground biomass (tons/ha)

Sig

ma

° (d

B)

L - HV

P - HV

HF - VHF

Relation radar backscatter signal-above ground biomass at L, P, VHF bands

Landes forest, France

L-band SAR: RAMSESP-band SAR: AirSARVHF SAR: Carabas

Page 8: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

The sensitivity of P-band radar to biomass

Page 9: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Calibration, Ionospheric correctionCalibration, Ionospheric correction

Retrieval algorithmRetrieval algorithm

Geophysical productsGeophysical products

Forest biomass Forest height Forest biomass change Forest disturbance

Forest biomass Forest height Forest biomass change Forest disturbance

Polarimetric radar intensity

Polarimetric InterferometricPhase

Orbit cycle n

Orbit cycle n+1

Observation concept – P-band satellite radar

HH HV VV Phase

Page 10: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Mawas, Indonesia

P-band forest height retrieval – tropical forest

50

40

30

20

10

0m

Page 11: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Tomography

Page 12: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Est

imat

edbi

omas

s(t

on/h

a)

In situ biomass (ton/ha)

Est

imat

edbi

omas

s(t

on/h

a)

In situ biomass (ton/ha)

Est

imat

edbi

omas

s(t

on/h

a)

In situ biomass (ton/ha)

RMSE = 47.2 t/haEst

ima

ted

bio

mas

s (t

/ha)

In situ biomass (t/ha)

Les Landes

Remningstorp

Biom

ass (t/ha)

50

250

200

150

100

50

250

200

150

100

In-situ stand biomass (ton/ha)

Re

trie

ve

dbio

mass(ton/h

a)

In-situ stand biomass (ton/ha)

Re

trie

ve

dbio

mass(ton/h

a)

RMSE = 9.46 t/ha

Est

ima

ted

bio

mas

s (t

/ha)

In situ biomass (t/ha)

Forest biomass retrieval at P-band

0 150

150

0 `300

`300

Page 13: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Intensity retrieval

Intensity + height

Polarised intensities only

40

30

20

10

0m

Height (m)

Heightretrieval

50

250

200

150

100

50

250

200

150

100

Biomass (t/ha)

RMSE= 16.3 t/ha

RMSE= 35.6 t/ha

Improving biomass retrieval using polarisation & height

Page 14: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.
Page 15: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.
Page 16: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.

Current status

1. Report for Selection submitted, exception for performance chapter

2. Ministerial conference towards the end of 2012

3. If (2) goes well, Consultation Meeting early 2013, selection within a couple of weeks

4. If (2) goes badly ....

Page 17: Biomass TO OBSERVE FOREST BIOMASS FOR A BETTER UNDERSTANDING OF THE CARBON CYCLE.