This saves the plot as Customed Plot.pdf inside the working directory. Here, dpi=300 represents 300 dots per inch in the saved image, and bboxinches='tight' represents no bounding box around output image. Save Plot Without Displaying in Non-Interactive Mode. However, if we are in interactive mode, the figure is always shown. Logical; if TRUE, add to current plot (and disregard the following four arguments). This is rarely useful because image ‘paints’ over existing graphics. Xaxs, yaxs: style of x and y axis. The default 'i' is appropriate for images. Xlab, ylab: each a character string giving the labels for the x and y axis. I have 10 image ids. From each ID, I can have raw image, ground truth, preprocessing, postprocessing path. I will read the image from each path and draw in a figure with sub-figures: columns indicates the fourth type of images: raw, gt, pre, post, while the rows indicate for image id from 1 to 10. This page shows how to plot data on an image. Plt.plot and plt.scatter is used in this page as an example. You can plot by mapping function that convert the point of the plotting data to that of the image. Displaying a FITS image. Show IDL code show Python code. Making annotations on a FITS image. IDL show IDL code. Instrument footprint. Astronomical coordinates.

For an introduction to Ensemble Forecasting, click here

Latest Plots for NCEP Ensemble Model Run: 2021/02/01 were updated on Monday, February 01 20:55 UTC Corner

Northern Hemisphere Plots

North America Plots

Southern Hemisphere Plots

Europe Plots

Animated GIF Images

Ensemble Data Info

Frequently Asked Questions

Other Ensemble Data Available (including FTP Areas)

Send Us Comments/Concerns

Return To The PSL Map Room Main Page...

Northern Hemisphere Plots

Latest Plots for NCEP Ensemble Model Run: 2021/02/01 were updated on Plots

Monday, February 01 20:55 UTC

Ensemble Means	500z 'Spaghetti' Plots	Mean SLP/ 1000:500mb Thickness	Standard Deviation	500mb Height Mean Anomaly	850mb Temp. Mean Anomaly	850mb Temp. Anomaly Probability	Prec ENS Mean/Stddev	700mb Hgt/RH	All Maps
000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst
024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst
048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst
072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst
096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst
120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst
144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst
168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst
192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst
216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst
240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst
264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst
288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst
312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst
336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst
360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst
All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times
Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation
*Back To Top Of Page*

North America Plots

Latest Plots for NCEP Ensemble Model Run: 2021/02/01 were updated on Monday, February 01 20:55 UTC

Ensemble Means	500z 'Spaghetti' Plots	Mean SLP/ 1000:500mb Thickness	Standard Deviation	500mb Height Mean Anomaly	850mb Temp. Mean Anomaly	850mb Temp. Anomaly Probability	Prec ENS Mean/Stddev	700mb Hgt/RH	All Maps
000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst
024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst
048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst
072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst
096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst
120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst
144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst
168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst
192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst
216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst
240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst
264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst
288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst
312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst
336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst
360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst
All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times
Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation
*Back To Top Of Page*

Southern Hemisphere Plots

Latest Plots for NCEP Ensemble Model Run: 2021/02/01 were updated on Monday, February 01 20:55 UTC

Ensemble Means	500z 'Spaghetti' Plots	Mean SLP/ 1000:500mb Thickness	Standard Deviation	500mb Height Mean Anomaly	850mb Temp. Mean Anomaly	850mb Temp. Anomaly Probability	Prec ENS Mean/Stddev	700mb Hgt/RH	All Maps
000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst
024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst
048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst
072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst
096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst
120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst
144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst
168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst
192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst
216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst
240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst
264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst
288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst
312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst
336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst
360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst
All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times
Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation
*Back To Top Of Page*

Europe Plots

Plot Image Matplotlib

Latest Plots for NCEP Ensemble Model Run: 2021/02/01 were updated on Monday, February 01 20:55 UTC

Ensemble Means	500z 'Spaghetti' Plots	Mean SLP/ 1000:500mb Thickness	Standard Deviation	500mb Height Mean Anomaly	850mb Temp. Mean Anomaly	850mb Temp. Anomaly Probability	Prec ENS Mean/Stddev	700mb Hgt/RH	All Maps
000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst	000 Hr Fcst
024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst	024 Hr Fcst
048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst	048 Hr Fcst
072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst	072 Hr Fcst
096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst	096 Hr Fcst
120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst	120 Hr Fcst
144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst	144 Hr Fcst
168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst	168 Hr Fcst
192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst	192 Hr Fcst
216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst	216 Hr Fcst
240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst	240 Hr Fcst
264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst	264 Hr Fcst
288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst	288 Hr Fcst
312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst	312 Hr Fcst
336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst	336 Hr Fcst
360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst	360 Hr Fcst
All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times	All Times
Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation	Animation
*Back To Top Of Page*

Animated GIF Images

These animated GIF files are 250-400K each. There is a one second delay between frames, and a five second pause on the last frame.

ENS MEAN 500 Z	NH	US	SH	EU
ENS MEAN MSLP/500-1000 THK	NH	US	SH	EU
500 Z SPAGHETTI	NH	US	SH	EU

Other Ensemble Data Available

Hazard Ratio Plots Images

GRIB Files (Near Real-time - NCEP)
NetCDF Files (PSL - FTP Area)
GRIB Files (Historical - NCEI)
*Back To Top Of Page*