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ANTHONY JOSEPH R. LUCERO Senior Weather Specialist Climate Monitoring and Prediction Section CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT

CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

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Page 1: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

ANTHONY JOSEPH R. LUCERO

Senior Weather Specialist

Climate Monitoring and Prediction Section

CLIMATE PROJECTIONS IN THE

PHILIPPINES UNDER FAO-AMICAF PROJECT

Page 2: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

OUTLINE

• Involvement of PAGASA with FAO-AMICAF

Project

• Introduction to basic concepts of climate

projections

• Methodology and Timeline

• Results

Page 3: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

AMICAF PROJECT

Page 4: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

BASIC CONCEPTS

• CLIMATE MODELS –

representation of the

interactions in the

global climate system

Page 5: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

BASIC CONCEPTS

• CLIMATE SCENARIOS –

description of the future

world through different

storylines• A1B Scenario - very rapid economic growth, global

population that peaks in mid-century and declines

thereafter, and the rapid introduction of new and

more efficient technologies and BALANCE USE OF

FOSSIL AND NON-FOSSIL FUEL

• A2 Scenario - Economic development is primarily

regionally oriented and per capita economic growth

and technological change more fragmented and

slower than other storylines.

Page 6: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

BASIC CONCEPTS

• STATISTICAL DOWNSCALING

- establishment of statistical

relationship between observations

and large-scale climate models

and scenarios

Page 7: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

BASIC CONCEPTS

SPATIAL (AURELHY) INTERPOLATION

- using model output at station level from

statistical downscaling to interpolate model

output with topography

Page 8: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

BASIC CONCEPTS

SPATIAL AGGREGATION

- Generating climate data for all provinces of

the Philippines

Page 9: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

METHODOLOGY

PAGASA OBSERVATIONS

GLOBAL

CLIMATE MODELS

STATISTICAL DOWNSCALING

MODEL OUTPUTSPATIAL

INTERPOLATIONSPATIAL

AGGREGATION

FAO-AMICAF PARTNERS

Page 10: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

TIMELINE

19711979 2010

20002011 2050

Hindcast

20C3M A1B and A2

BCM2

(NORWAY),

CNCM3

(FRANCE),

MPEH5

(GERMANY)

ERA-Interim

Page 11: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RESULTS AND FINDINGS

Page 12: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RESULTS (RR)

• In overlapping

years, 20C3M is

significantly

correlated with

ERA-Interim

Page 13: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RESULTS (RR)

• Observed rainfall from 1979-2010 is

significantly correlated with ERA-I (1979-

2010) especially in DJF and SON

Page 14: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RESULTS (TMEAN)

• In overlapping

years, 20C3M is

highly correlated

with ERA-Interim

Page 15: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RESULTS

• Observed TMEAN from 1979-2010 is

significantly correlated with ERA-I (1979-

2010)

Page 16: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

PROJECTED CHANGES IN RAINFALL

(2011-2040)

Page 17: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RR under A1B

• Except for some regions in DJF, all parts of the

country will experience increase in RR under A1B

Page 18: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

RR under A2

• Except for some regions in DJF and MAM, all parts of

the country will experience increase in RR under A2

Page 19: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

SUMMARY (RR)

• A1B SCENARIO

RANGE: 6-20%

- Lowest in eastern Philippines

• A2 SCENARIO

RANGE: 3-14%

- Lowest in eastern Philippines

Page 20: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

PROJECTED CHANGES IN MEAN

TEMPERATURE (2011-2040)

Page 21: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

TMEAN under A1B

• All parts of the country will experience increase in

temperature under A1B especially in urban areas

Page 22: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

TMEAN under A2

• All parts of the country will experience increase in

temperature under A2 especially in urban areas

Page 23: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

SUMMARY (TMEAN)

• A1B SCENARIO

RANGE: 0.3°C – 0.5°C

- Highest in NCR

• A2 SCENARIO

RANGE: 0.3°C – 0.5°C

- Highest in NCR

Page 24: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

KEY FINDINGS

• Rainfall will increase the least in eastern

Philippines

• NCR and neighboring provinces will have

higher increase in temperature by 2040 by as

much as 0.5°C in March, April, May

• Temperature will increase by as much as 0.9°C

• Greater rainfall will be experienced ranging

from 3-20% increase

Page 25: CLIMATE PROJECTIONS IN THE PHILIPPINES UNDER FAO-AMICAF PROJECT · 2018-05-02 · BASIC CONCEPTS •CLIMATE SCENARIOS – description of the future world through different storylines

THANK YOU FOR YOUR

ATTENTION!

CONTACT DETAIL: [email protected]