92 | | mtheta = 360 * ((np.arctan(mv/mu))/np.pi) |
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93 | | |
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94 | | rhomean = mrho.mean(axis=0).data |
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95 | | thetamean = mtheta.mean(axis=0).data |
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96 | | |
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97 | | rhostd = mrho.std(axis=0).data |
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98 | | thetastd = mtheta.std(axis=0).data |
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| 92 | mrhomean = mrho.mean(axis=0) |
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| 93 | mrhostd = mrho.std(axis=0) |
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| 94 | |
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| 95 | mthetamean = (180 * np.arctan2(mv.mean(axis=0), mu.mean(axis=0))/np.pi) |
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| 96 | thetamean = np.piecewise(mthetamean, |
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| 97 | (mthetamean <= 90, mthetamean > 90), |
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| 98 | (lambda x: 90 - x, lambda x: 450 - x)) |
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111 | | plot(umean,z,label=r'$\bar{u}$') |
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112 | | plot(vmean,z,label=r'$\bar{v}$') |
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113 | | plot(wmean,z,label=r'$\bar{w}$') |
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| 111 | plot(mumean.data,z,label=r'$\bar{u}$') |
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| 112 | plot(mvmean.data,z,label=r'$\bar{v}$') |
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| 113 | plot(mwmean.data,z,label=r'$\bar{w}$') |
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142 | | xlabel('Direction (Degrees from North)',fontsize=spt.get_fontsize()*0.6) |
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143 | | xlim(-180,180) |
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144 | | ylim(0,200) |
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145 | | xticks(range(-180,181,90),fontsize=spt.get_fontsize()*0.6) |
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| 142 | xlabel('Direction (Wind Towards)',fontsize=spt.get_fontsize()*0.6) |
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| 143 | xlim(0,360) |
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| 144 | ylim(0,200) |
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| 145 | xticks(range(0,361,90),['N','E','S','W','N',], |
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| 146 | fontsize=spt.get_fontsize()*0.6) |
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158 | | plot(ustd,z,label=r'$\sigma_u$') |
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159 | | plot(vstd,z,label=r'$\sigma_v$') |
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160 | | plot(wstd,z,label=r'$\sigma_w$') |
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| 159 | plot(mustd.data,z,label=r'$\sigma_u$') |
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| 160 | plot(mvstd.data,z,label=r'$\sigma_v$') |
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| 161 | plot(mwstd.data,z,label=r'$\sigma_w$') |
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183 | | plot(rhostd,z,label=r'$\sigma_\rho$') |
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184 | | legend(loc='best',prop={'size':spt.get_fontsize()*0.6}) |
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185 | | grid(True) |
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186 | | |
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187 | | subplot(2,4,8) |
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188 | | title('Wind Direction Std Dev (Polar)',fontsize=spt.get_fontsize()*0.5) |
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189 | | xlabel('Std Dev (Degrees)',fontsize=spt.get_fontsize()*0.6) |
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190 | | xlim(0,360) |
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191 | | ylim(0,200) |
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192 | | xticks(range(0,361,90),fontsize=spt.get_fontsize()*0.6) |
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193 | | yticks([]) |
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194 | | plot(thetastd,z,label=r'$\sigma_\theta$') |
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195 | | legend(loc='best',prop={'size':spt.get_fontsize()*0.6}) |
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196 | | grid(True) |
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197 | | |
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| 184 | plot(mrhostd.data,z,label=r'$\sigma_\rho$') |
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| 185 | legend(loc='best',prop={'size':spt.get_fontsize()*0.6}) |
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| 186 | grid(True) |
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| 187 | |
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