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Tuesday Sept 21st: Vector Calculus Derivatives of a scalar field: gradient, directional derivative, Laplacian Derivatives of a vector field: divergence, curl
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A homogeneous fluid on a rotating sphere Why we need it
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A homogeneous fluid on a rotating sphere Why we need it vector divergence derivative cross product gradient unit vector Laplacian
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Scalar fields no directionality, e.g. temperature, oxygen content Cartesian coordinates
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e.g. surface pressure = P(longitude, latitude)
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Differentiating a scalar: directional derivative, gradient gradient directional derivative
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Pressure gradient Gradient is a VECTOR
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Pressure gradient force
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Examples
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A vector differential operator “Del”, or “Nabla”,
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The Laplacian Laplacian is a SCALAR
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2,3 dimensional PDEs Diffusion eq’n Wave eq’n
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Vector fields e.g. velocity, acceleration, gradient
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Differentiating a vector field examples
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Divergence of a vector field Divergence is a SCALAR.
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Curl Which way does the curl vector point? Example: river flow
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Identities of vector calculus
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Example: river flow Diffusion (friction) Concentration of velocity diffuses away
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Example: river flow gravity
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Example: river flow
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curl
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The Laplacian
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Horizontal divergence
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Modeling rain
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