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Modeling Future Land Use, Regional Climate, and Maize Yields in East Africa Nathan Moore, B Pijanowski, B Lofgren, G Alagarswamy, J Andresen, J Olson B43H-03 University of Dar Es Salaam
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What is the nature and magnitude of climate-land interactions? GCM versus RCM IPCC, radiative forcings Coupling human and natural systems Fundamental Research Question:
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Focused Questions/Motivation Question 1: What are likely Climate Change and Land Cover Change Impacts on Future East African Agriculture? Question 2: Is Land Cover/Land Use Change as important as Greenhouse Gas Concentrations at the Regional Scale?
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Conceptual Framework of the Modeling System Spatial scales / temporal scales / uncertainty Human Systems Land Use & Land Cover Climate Effects on Agriculture Herding, Agriculture, Urban, Irrigation, etc Surface Characteristics Many pathways
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Upper Embu coffee & maize farms --- slopes of Mt. Kenya
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Major Data Sources and Models Land Use: Historical LUC studies, Africover. Model: Land Transformation Model (LTM) Land Cover: GLC 2000, MODIS fc & LAI (seasonal) Climate: CCSM 3.0 boundary conditions, RAMS 4.4, Worldclim station data, ECHAM5, HadCM3 NPP Models: CERES/Maize, LPJ
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What changes do we expect in agricultural land cover? Land cover in 2000 Land cover in 2050 (projected) Lowered roughness, higher moisture
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4 experiments for exploring climate and landscape effects Land CoverGlobal ClimateComparison: 1: CurrentCurrentBaseline 2: Current2050 decadeFuture climate effects only 3: 2050 decadeCurrentFuture land cover effects only 4: 2050 decade2050 decadeSynergistic effects
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Results from the 4 experiments Focus on Differences: A.Future Climate Effects (2-1) B. Land Cover/Land Use Effects (3-1) C. Synergistic Effects (4-1)
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Differences in Precipitation Climate Change Land Cover/Land Use Synergistic Effects Effects Change (LCLUC) Effects
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Differences in Temperature Climate Change LCLUC Synergistic Effects Effects
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Climate Change LCLUC Synergistic Effects Effects (7.8 W/m 2 ) (-2.8 W/m 2 ) (8.6 W/m 2 ) Differences in Latent Heat Flux
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Wind pattern changes due to LCLUC
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Projected in Maize Yield Climate and Landscape Forcings Q1: Impacts on African Agriculture Human Systems Land Use & Land Cover Climate Effects on Agriculture Herding, Agriculture, Urban, Irrigation, etc Surface Characteristics
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Relative Impact of Greenhouse Gases vs. Land Use Change
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Land Use and Climate may have strong impacts on East African Agriculture, and thus on humans (feedbacks) Land Cover/Land Use may have impacts on the same scale as elevated Greenhouse Gas Concentrations, but highly localized effects Tharaka, Kenya Summary
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Coupling Human Systems to Land Use/Land Cover Human Systems Land Use & Land Cover Climate Effects on Crops, Disease, Ecosystems, etc Herding, Agriculture, Urban, Irrigation, etc Surface Characteristics
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Conclusion Potential problems related to agricultural futures in Africa Relative roles of greenhouses gases versus Land Cover/Land Use Change on climate Interdisciplinary issues of societal import; continuing savannas research
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Surface Characteristics influencing Climate Important to include regional and local characteristics Human Systems Land Use & Land Cover Climate Effects on Crops, Disease, Ecosystems, etc Herding, Agriculture, Urban, Irrigation, etc Surface Characteristics
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Projected in Maize Yield Climate Forcings Only
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Global Climate inputs at the boundaries Landscape Inputs An Illustration of Climate and Land Cover Drivers The Climate Model Domain
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Relative Impact of Greenhouse Gases vs. Land Use Change: T max
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Projected in Maize Yield: Landscape Forcings Only
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Differences in Sensible Heat Flux
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Conceptual framework: A walk around “The Loop” Global Climate: From CCSM model CLIMATE DYNAMICS RAMS simulations CERES-MAIZE (Crop model) Land Transformation Model (LTM) Land cover input to RAMS Land cover (albedo, FC, LAI) Tmin, Tmax, solar, precip
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