LST | R Documentation |
LST
contains a spatial sub-sample (Istra region in Croatia) of 46 time series of MODIS LST images (estimated Land Surface Temperature in degrees C) at 1 km resolution. The temporal support size of these images is 8-days.
data(LST)
The LST
data frame contains the following layers:
LST2008_01_01
8-day MODIS LST mosaick for period 2007-12-29 to 2008-01-04
LST2008_01_09
8-day MODIS LST mosaick for period 2008-01-05 to 2008-01-13
...
subsequent bands
lon
a numeric vector; x-coordinate (m) in the WGS84 system
lat
a numeric vector; y-coordinate (m) in the WGS84 system
Time series of 46 day-time and night-time 8-day composite LST images (MOD11A2 product bands 1
and 5
) was obtained from the NASA's FTP server (https://ladsweb.modaps.eosdis.nasa.gov/). The original 8-day composite images were created by patching together images from a period of ±4 days, so that the proportion of clouds can be reduced to a minimum. The "zvalue"
slot in the "RasterBrick"
object can be used as the dateTime column expressed as:
yyyy-mm-ddThh:mm:sszzzzzz
where T is the separator between the date and the time, and the time zone is either Z (for UTC) or zzzzzz, which represents ±hh:mm in relation to UTC.
Tomislav Hengl and Melita Percec Tadic
Hengl, T., Heuvelink, G.B.M., Percec Tadic, M., Pebesma, E., (2011) Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images. Theoretical and Applied Climatology, 107(1-2): 265-277. doi: 10.1007/s00704-011-0464-2
MODIS products (https://lpdaac.usgs.gov/data/get-started-data/)
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