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Challenges and Limitations of regional climate model simulations in West Africa for Present and Future studies. Gregory S. Jenkins Penn State University. Present Climate Variability Land-Use Change. Future Climate Variability Land-Use Change Climate change.
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Challenges and Limitations of regional climate model simulations in West Africa for Present and Future studies Gregory S. Jenkins Penn State University
Present Climate Variability Land-Use Change Future Climate Variability Land-Use Change Climate change Present and Future Climate issues in West Africa
Issues in Regional Modeling for West Africa • Model integration • Regional Model parameterizations • The state of knowledge in regional climate systems and observations for verification. • Science topics • Extension to other disciplines
Model integration • Preprocessing • Initial and Boundary conditions (observations and models) • Grid Spacing • Computing Power • Storage • Post-processing
Regional Model parameterizations • Land Surface-Atmosphere transfer parameterization • PBL parameterization • Cloud parameterization • Precipitation schemes • Radiation schemes
The state of knowledge in regional climate systems and observations for verification. • West Africa • Precipitation Processes (trigger, characteristics) • Low level southwesterly winds • 600-700 hPa African Easterly Jet • African Easterly Waves (AEWs) • 200 hPa Tropical Easterly Jet • Meridional surface temperature gradients.
MCSs links to the Water Cycle • MCSs (squall lines, MCCs, non-squall clusters) are responsible for most of West Africa’s rain. • MCSs are found primarily in the Sahel region—downstream of mountains. • A significant fraction of the MCSs are long-lived (> 24 hrs) –Mathon and Laurent, (2001).
MCSs links to the Water Cycle • MCSs reach their maximum coverage between 1800-0000 UTC. • The highest frequency of MCCs are over the Sahel.
Nesbitt et al. 2000 for Aug-Oct. 1998 • MCSs are a small fraction of precipitation features in Africa (< 3%) but account for more than 50% of rain.
MCSs are associated with high flash rates (Nesbitt et al. 2000)
Model Simulations • CCM3.6 forced by Observed SSTs (AMIP) • CCSM (A1B scenario) – SSTs computed from fully dynamic ocean • RegCM 60km and 90 km runs forced by CCSM.
Science topics • Climate Variability • Land-use Change • Climate change • Sensitivity Studies
Extension to other disciplines • Agriculture • Water Resources • Health • Economic Development • Policy
Limitations of Regional climate modeling for West Africa • Resource to complete science (computers, storage, boundary conditions)--especially for climate change integrations. • Recognition that regional modeling results are very dependent on input of boundary conditions (poor results can be anticipated !). • Critical mass of scientists to address various science questions. • Observations to compare to model results. • Forum to discuss/publish results and issues
Challenges of Regional climate modeling for West Africa • Formation of working groups to pool resources for examining scientific issues (climate variability, land-use, climate change, sensitivity tests, improvements in model parameterization). • Recognition that regional climate models may need to undergoe significant modification to be a useful tool in a particular region. • Develop tools that will ease the use of climate modeling (pre-processing, integration, post-processing) on multiple platforms (PCs, workstations, supercomputers).