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Saurabh Bhardwaj
Regional Workshop
Future Climate Projections and their Applications in South Asia
January 29th – 31st, 2019
ICIMOD, Kathmandu, Nepal
The need of Regional Modelling
for
India
Climate
The Energy and Resource Institute (TERI)
Vision: Creating Innovative Solutions for a Sustainable Future
• Autonomous not-for-profit institute est. 1974
• Towards 1982-end, research activities initiated in field of energy,
environment, climate change, water, biotechnology, forestry and
the whole range of sustainable development issue.
• 40 years of experience in working on all facets of environment and
sustainable development issues.
• TERI is headquartered at New Delhi, with regional offices located in
Guwahati, Mumbai, Bangalore, Mukhteshwar and Goa.
• International affiliate Offices in USA, UK, Japan and Africa.
• TERI has 18 divisions and over 1200 employees drawn from diverse
disciplines and highly specialized fields such as engineering,
economics, natural and social science, biotechnology, architecture,
public policy, information science and administration.
Climate
Earth Science and Climate Change Division
Centre for Global
Environment Research
Centre for Climate
Modelling
Center for Environment
Studies
• Impacts, Adaptation and
Vulnerability
Assessments policy link
• GHG inventorisation,
mitigation options
• Policy review and
• analysis, international
negotiations
• Capacity building
• Urban & regional air
quality assessment
• Impact assessment
• Indoor air pollution
• Policy analysis, advisory
and capacity building
• Global and Regional
Climate Projections
• Research on Climate
Extremes
• Bias correction tools to
reduce the model
uncertainties, in order to
provide reliable impact
assessments
• Impact assessments
• Cyclone detection and
hazard risk mapping
• Sea level rise and its impact
on coastal inundation
• Integrated impact
assessments
• Multi-hazard risk mapping
Vision: to build climate modeling skills to effectively use it
for better understanding of the regional changes and their
links to policy
Background
Climate
India context
MoEF-BUR2, 2019
MoEF-BUR2, 2019
MoEF-BUR2, 2019
Significant evidences and analysis on increasing extremes.
Guhathakurta etal., 2015
Climate
India context ..cont.
Chaturvedi etal. 2012
Chaturvedi etal. 2012
Krishna Kumar et al., 2009
Projected future change
in number of rainy days
(rainfall >2.5 mm)
during monsoon season
(JJAS).
Projected change in the
intensity (mm/day) of
rainfall on a rainy day.
Significant evidences and
analysis on increasing extremes
in future on India wide /
homogeneous scale
Climate
Need for regional modelling
Increasing demand from climate sensitive businesses and
stakeholders
Climate
Need for regional modelling … Cont.
Regional state action plans to combat climate change
Increase in Extreme
rainfall in 2030s relative to
baseline
(in %)
Number of low
rainfall days in
2030s relative to
baseline
Climate
Need for regional modelling … Cont.
Local level risk assessment needs
Climate Change Mitigation and
Adaptation in ULBs of Telangana
Climate
Are they any better?
Monsoonal wet day frequency (precip >= 1mm)
Percentage of heavy precipitation days (precip > 90th percentile of wet days (precip >= 1mm)
• The number of wet
days shows a better
simulated pattern in
PRECIS in the
Western Ghats
region as compared
to Parent GCM
HADGEM2-ES.
North East region is
overestimated in
both the models
(more in HADGEM2-
ES).
• The pattern of heavy
precipitation days is
much better
simulated w.r.t. IMD
observation dataset
in the PRECIS model.
Climate
Annual Mean Temperature (time correlation)
Annual Maximum Temperature (time correlation)
• The correlation pattern of
Annual mean and maximum
temperature showing
significant improvement in
PRECIS vs the parent GCM
model HADGEM2-ES.
Climate
Climate
Modelling Products/Services
Extreme Scenario Moderate Scenario
Increase in Extreme rainfall in
2030s relative to baseline (%)
Number of low rainfall days in
2030s relative to baseline
DSDS 2011
Media coverage
NorWRF 2011
Activities
2011
2010
2015
CRS 2017
DSDS 2012
EOS 2016
EOS 2017
Research
Presentations
AMOS 2013
EGU 2011
NorWRF 2011
UPCAR, 2017
WMO-IWM, 2017
Tropmet, 2018
Climate
Upcoming Event
Climate Services in India –
Moving the needle
Feb 11th , 2019, New Delhi
Watch the space:
http://wsds.teriin.org/themetic.php
Climate
Thank You!
Contact:
Saurabh Bhardwaj
Fellow and Area Convener
Center for Climate Modelling
saurabh.bhardwaj@teri.res.in
TERI, New Delhi, India

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Day 1 - saurabh bhardwaj, the energy and resources institute (teri), india, arrcc-carissa workshop

  • 1. Saurabh Bhardwaj Regional Workshop Future Climate Projections and their Applications in South Asia January 29th – 31st, 2019 ICIMOD, Kathmandu, Nepal The need of Regional Modelling for India
  • 2. Climate The Energy and Resource Institute (TERI) Vision: Creating Innovative Solutions for a Sustainable Future • Autonomous not-for-profit institute est. 1974 • Towards 1982-end, research activities initiated in field of energy, environment, climate change, water, biotechnology, forestry and the whole range of sustainable development issue. • 40 years of experience in working on all facets of environment and sustainable development issues. • TERI is headquartered at New Delhi, with regional offices located in Guwahati, Mumbai, Bangalore, Mukhteshwar and Goa. • International affiliate Offices in USA, UK, Japan and Africa. • TERI has 18 divisions and over 1200 employees drawn from diverse disciplines and highly specialized fields such as engineering, economics, natural and social science, biotechnology, architecture, public policy, information science and administration.
  • 3. Climate Earth Science and Climate Change Division Centre for Global Environment Research Centre for Climate Modelling Center for Environment Studies • Impacts, Adaptation and Vulnerability Assessments policy link • GHG inventorisation, mitigation options • Policy review and • analysis, international negotiations • Capacity building • Urban & regional air quality assessment • Impact assessment • Indoor air pollution • Policy analysis, advisory and capacity building • Global and Regional Climate Projections • Research on Climate Extremes • Bias correction tools to reduce the model uncertainties, in order to provide reliable impact assessments • Impact assessments • Cyclone detection and hazard risk mapping • Sea level rise and its impact on coastal inundation • Integrated impact assessments • Multi-hazard risk mapping Vision: to build climate modeling skills to effectively use it for better understanding of the regional changes and their links to policy
  • 5. India context MoEF-BUR2, 2019 MoEF-BUR2, 2019 MoEF-BUR2, 2019 Significant evidences and analysis on increasing extremes. Guhathakurta etal., 2015 Climate
  • 6. India context ..cont. Chaturvedi etal. 2012 Chaturvedi etal. 2012 Krishna Kumar et al., 2009 Projected future change in number of rainy days (rainfall >2.5 mm) during monsoon season (JJAS). Projected change in the intensity (mm/day) of rainfall on a rainy day. Significant evidences and analysis on increasing extremes in future on India wide / homogeneous scale Climate
  • 7. Need for regional modelling Increasing demand from climate sensitive businesses and stakeholders Climate
  • 8. Need for regional modelling … Cont. Regional state action plans to combat climate change Increase in Extreme rainfall in 2030s relative to baseline (in %) Number of low rainfall days in 2030s relative to baseline Climate
  • 9. Need for regional modelling … Cont. Local level risk assessment needs Climate Change Mitigation and Adaptation in ULBs of Telangana Climate
  • 10. Are they any better? Monsoonal wet day frequency (precip >= 1mm) Percentage of heavy precipitation days (precip > 90th percentile of wet days (precip >= 1mm) • The number of wet days shows a better simulated pattern in PRECIS in the Western Ghats region as compared to Parent GCM HADGEM2-ES. North East region is overestimated in both the models (more in HADGEM2- ES). • The pattern of heavy precipitation days is much better simulated w.r.t. IMD observation dataset in the PRECIS model. Climate
  • 11. Annual Mean Temperature (time correlation) Annual Maximum Temperature (time correlation) • The correlation pattern of Annual mean and maximum temperature showing significant improvement in PRECIS vs the parent GCM model HADGEM2-ES. Climate
  • 12. Climate Modelling Products/Services Extreme Scenario Moderate Scenario Increase in Extreme rainfall in 2030s relative to baseline (%) Number of low rainfall days in 2030s relative to baseline
  • 13. DSDS 2011 Media coverage NorWRF 2011 Activities 2011 2010 2015 CRS 2017 DSDS 2012 EOS 2016 EOS 2017
  • 14. Research Presentations AMOS 2013 EGU 2011 NorWRF 2011 UPCAR, 2017 WMO-IWM, 2017 Tropmet, 2018
  • 15. Climate Upcoming Event Climate Services in India – Moving the needle Feb 11th , 2019, New Delhi Watch the space: http://wsds.teriin.org/themetic.php
  • 16. Climate Thank You! Contact: Saurabh Bhardwaj Fellow and Area Convener Center for Climate Modelling saurabh.bhardwaj@teri.res.in TERI, New Delhi, India