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Vulnerability concepts
&
Exercise
Dr. Takeshi Takama
takeshi.takama@sei-international.org
Today’s story

Vulnerability concepts
VA on rice in Bali
Exercise
VULNERABILITY
CONCEPTS
Climate related disasters

Disaster = Exposure

≠ Vulnerability
Vulnerability Concepts 2
Outcome Vulnerability

Contextual Vulnerability

hazard
Exposure

Sensitivity

Impact

Adaptative
Capacity

Vulnerability to
climate change

Identify issues, context, purpose, system
Vulnerability Concept

hazard
Exposure

Sensitivity

Impact

Adaptive
Capacity

Vulnerability to
climate change
Exposure
-

-

Vulnerability
Assessment
Maps
Sensitivity

Adaptive Capacity
VULNERABILITY
AND PADDY
PRODUCTION
Climate change in Bali
(SRES A2 2046-65)

Max Temp.

~2℃

Min Temp.
Adaptation measures:
1. Agriculture = 23
2. Water = 20
3. Coastal zone = 15
4. Forestry = 12
5. Health = 11

Climate
Change
impacts in
Indonesia:
Based in 10
policy reports
incl. RPJMN,
ICCSR, NARASI

e.g. “Develop drought early
warning system” in National
Action Plan 2007
e.g. “impact study of climate
change to the agriculture” in ICCSR
2009 & National Action Plan 2007
KLH, 2010. Indonesia 2nd
National Communication
(UNFCCC).

22% of rice production
in Bali/East Java

Short wet season

Important &
vulnerable?

Climate Change Strategies Project
Sub-pro: Vulnerability assessment
VULNERABILITY
AND PADDY PRODUCTION
Historical rice production in Bali
Year
2000
2001
2002
2003
2004
2005
2006
2007
2008

Paddy
Harvested area
(ha)
155,049
147,942
148,025
145,294
142,663
141,577 7%
150,557
145,030
143,999

Paddy area

Production rate
(quintal/ha)
Production (ton)
53.33
826,838
53.35
789,232
54.70
809,688
54.60 8%
793,260
55.00
788,361
55.00
785,481
Not
56.00
840,891
sure
58.00
839,775
58.37
840,465

X productivity = ?
Soil-climate suitability for paddy
Paddy soil-climate suitability 1990-1999

20
%

Paddy soil-climate suitability 2000-2009

Soil-climate Suitability
by 20% in 20 years
= productivity?
“always
have enough
water”

“Not enough
water, only 1
harvesting”
“20% became
housing”

“not enough
water , so need
to rotate rice
and crop ”

“we never
fail rice for
20 years”

Conclusion: Rice production
decline?
SENSITIVITY
Green is paddy
Paddy soil-climate suitability 1990-1999

Paddy soil-climate suitability 2000-2009

Suitability/Rain (Exposure⇧)
If there is Paddy
Production loss
(Vulnerability⇧)
ADAPTIVE CAPACITY
Different production levels with different factors

Totally ~ 53 kg/acre Totally ~ 45 kg/acre
Agricultural training = 4kg

15%

27%


cooperative = 5kg
Agricultural training = 4kg

2 cycle paddy
production = 9kg

With Infari 13 seed =
6kg

Average low Average low
productive
productive
farmer = 35kg farmer = 35kg

12%

19%

Potential weighting factors for adaptive capacity

2 cycle

Lowland

0.27

0.26

Organic
&Inorga
nic
0.26

Infari 13
0.19

Inorganic

Coopera
tive

0.17

0.15

Training

Owner

0.12

0.09

Stronger
tons/ha

In-&organic = 4.45
Inorganic = 2.51
(Increasing 77.3%)

In-&organic = 5.28
Inorganic = 3.52
(increasing 50%)

enhanced by 21% and
24%

Resource
Year
Place

IPB
2008-2009
Bogor

BPTP/South Sulawesi
2004
Buru Island (Maluku)

Nanjing Agricultural Uni
1987-2005
Tai Lake Region, China
VULNERABILITY MAPS
Exposure

Vulnerability
decrease as
northern/eastern
part get drier
Sensitivity
AC in livelihood zones
Adaptive Capacity
Vulnerability
in
20 years
VULNERABILITY
MATRIX
1. Select units affected
2. Select disasters
3. Rank them
4. Choose 3 units
Scaling the impact on exposure units
3 = significant impact on the exposure unit
2 = medium impact on the exposure unit
1 = low impact on the exposure unit
0 = no impact on the exposure unit
Terminologies
Exposure
unit

Ecosystem
service

Livelihood

ecosystem

Soil water
balance

Smallholder
farmers

activities

Water
supply

Emerging
farmers

livelihood

Grazing and
fodder

Market
traders
Fishery
Exposure units
1. Ecosystem
services
2. Livelihood
activates
3. Livelihood

Water

Floods
Heavy rain

Farming land

Drought

Potential
disasters
Thank you very much!
Dr. Takeshi Takama
Risky without proper Risky without proper
timing.
variety selection.
Abnormal climate
(El Nino)

Delayed wetseason

Drier dryseason
11%
In Bali
NAYLOR, R.L., BATTISTI, D.S., VIMONT, D.J., FALCON, W.P. and
BURKE, M.B., 2007. Assessing risks of climate variability and
climate change for Indonesian rice agriculture
2%
In Bali

NAYLOR, R.L., BATTISTI, D.S., VIMONT, D.J., FALCON, W.P. and
BURKE, M.B., 2007. Assessing risks of climate variability and
climate change for Indonesian rice agriculture
Temporal sensitivity
More

Need to
focus

Delayed
wet-season

Drier dryseason
Less
5 most and 5 least productive villages
100.00%
90.00%

80.00%
70.00%
60.00%
50.00%
40.00%
30.00%
20.00%
10.00%
0.00%

two.cyc lowlan
le
d

infari

only.in cooper agritrai
organic ative
n

owner

Most productive 71.43% 100.00% 22.86% 11.43% 51.43% 91.43% 62.86%
Least productive 6.90% 24.14% 0.00% 0.00% 0.00% 48.28% 34.48%
Rice production in Indonesia
Production x 2 in
30 years

Dec - Mar

Wet
Slow down in
production

Dry

Population 300M in
2045

Sep - Nov

May - July

Food security
5K Kms
& 18K
islands

230M
people

Agro, T
ourism,
Fissile

Fast
grow

Indonesia
Diverse
, variable

Big
emerging

Climate
relate

Vulnerable?

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Notas del editor

  1. 東南アジアでは、色々は災害が考えられる。しかし、だからといって、脆弱だとは限りません。
  2. KonsepKerentananperubahaniklimterhadapproduksipadidi Bali berdasarkantiga sub komponenyaitu exposure, sensitivity, dan adaptive capacity. Nilaieksposuredidapatkandari data kesesuaianlahanberdasarkananalisis data hujandansuhu. Sedangkannilaisensitivitasdarisebarandaerahtanamanpaditerkini.Nilai Adaptive Capacity diperolehdari 2 cycle cropping, lowland, organic & inorganic fertilizer, infari 13 seed, inorganic fertilizer, cooperative, agriculture training, ownership of land.
  3. Kejadian El Nino dapatmenyebabkanmundurnyaawalmusimhujandansemakinkeringnyamusimkemaraudiwilayah Indonesia,termasukdaerah Bali.Hal inilah yang dapatmempengaruhikondisipertaniandi Bali.
  4. Berdasarkanhasilpenelitian Naylor dkkmenunjukkanbahwaketikaterjadi El Nino beberapadaerahJawadan Bali mengalamiketerlambatanAwalMusimHujansekitar 1 bulanataulebihdanhaltersebutmenyebabkanmenurunnyaproduktifitaspadisekitar6.5% untukjawabaratdantengahserta 11% untukJawatimurdan Bali.
  5. Berdasarkanhasilpengamatan, jikaterjadipenurunancurahhujansebesar 20 % selamabulan April-JunidapatmengurangidaerahtanamdiJawadan Bali sekitar 2 %. Saatini, hanyasedikitdaerah yang untuktanampadiselamamusimkemarau, akantetapiterlambatnyamusimpolatanamdapatberubahjikacurahhujanselamaperiodeinibertambahatauberkurangsecarasignifikanin the future.
  6. DiperlukanperhatiankhususterhadapKejadian El Nino inidikarenakandapatmenyebabkanterlambatnyaawalmusimsekitar 2 bulanSelainitu, ENSO dapatdigunakansebagaiindeksuntuktanamanpadidanjagungdi Indonesia {Boer, R. 2009}. Dimananilaikorelasinegatifantaraproduksipadidansuhumukalaut yang artinyaketikasuhumukalauttinggimakaproduksipadirendah.
  7. 二毛作