Spatial Data in R

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An overview of
Rasters
Raster math
Plotting spatial images
Shapefile import
Integrate raster and vector data

0:00 Setup
5:00 Import Raster
8:17 Convert to dataframe
9:06 Map in ggplot
15:10 Vectors
27:00 Extract Raster Values
30:28 Map of Point Data
42:21 Make Your Own Vector Data
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Thank you! This video is fantastic. It is clean, calming, easy to absorb, and not distracting in anyway. Will be sharing with my lab group!

altheamarks
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This was so helpful!! Thank you so much. Others are right: your voice is so nice and calming!

zachnewman
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This video help me so much. Thank you very much for spending time to create this wonderful R tutorial. Very clear and easy to follow...GBU

holylohy
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Super cool presentation. A very clear and gentle voice. Could you share the raster files? I would love to practice with them.

wyclifeoluoch
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Where are the x, y coordinates relative to the raster cell? A corner or the center?

haraldurkarlsson
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Thank you for this video....How can we do suitability analysis using machine learning algorithm in R programming??

amiyabasak
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How to aggregate various spatial with different spatial resolutions ? my case is to resample and aggregate global forests cover data, cloud, evapotranspiration, land surface temperature (reanalysis data).

alemayehumullatuadashio
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Still watching this, it's hot mam, how could I get you on any social media, gotta learn most from you. Cheers

bensonkipchirchir