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KuDA | Earth Observing Laboratory
Welcome to the Kuwait Data Archive.
Sponsored by:
- Departmant of Energy (DOE)
- Defense Nuclear Agency (DNA)
- National Science Foundation (NSF)
- Enviromental Protection Agency (EPA)
- National Oceanic and Atmospheric Administration (NOAA)
This archive was created to study the effects of the Kuwait oil fires on the environment.
The data available in the archive is free to the public for the remainder of the fiscal year 1994. The data consists primarily of atmospheric measurements during 1991. The data is one of Three classes, Trackline/Point, Gridded data, Image Data.
- Trackline/Point Data: Aircraft data, land surface observation, upper air observation
- Gridded Data: MRF flux fields, MRF model analysis, MRF model output, NMC.
- Image Data: 1250 images of OLS and AVHRR(LAC&GAC) Data.
The archive, at one time, had an online meta-data browser. It is no longer active, since funds no longer exist to support it.
For additional information contact RAF.
Image Processing | Earth Observing Laboratory
Image Processing
29 OCT 1992
ADM
NCAR/RAF
---------------------- NOTES ----------------------
PRE-PROCESSING:
--------------
All NOAA AVHRR and DMSP OLS image files in the Kuwait Data Archive
have undergone pre-processing. This consists of
(1) hand navigation of the image using the Sea Space
Terascan software (see ABOUT HAND NAVIGATION below),
(2) calibration of the AVHRR IR data to brightness
temperatures,
(3) possible "patching" of missing data lines -- not
done very often, and
(4) interpolation to a lat-long grid.
The images were all reinterpolated to a Cartesian lat-long grid.
The corner points of our geographical analysis area are:
NE Corner: 57 deg 15.0 min E, 33 deg 33.0 min N ? (was 30.0)
SW Corner: 43 deg 45.0 min E, 21 deg 30.0 min N
Within this domain the NOAA AVHRR data has been processed to a
1200 x 1200 grid, and the DMSP OLS data (BOTH visible and IR) has been
processed to a 2400 x 2400 grid. This is a "rectangular" map projection,
essentially a simple lat-long grid, but with the grid spacings adjusted
so that the relative grid increments correspond to equal spacings in
km at the center of the image (roughly 550 m for the dmsp data, and 1
or 1.1 km for the noaa data). NOTE: The sensor resolution for the
dmsp data is typically 500 m (at nadir) for the visible ols data, but
only 2.5 km for the IR data. The sensor resolution varies as a function
of the distance from nadir. In both cases, however, the data has been
gridded (or over-gridded) to the same 500 m grid.
The center coordinate is at the center of the four adjacent pixels
(since there are an even number of samples). The nominal grid spacing
in both the E-W direction (longitude difference between adjacent pixels)
and in the N-S direction (latitude difference between adjacent pixels)
is given below.
The grid spacing for the NOAA data is:
13.50 degrees / (1200-1 grid intervals) =
0.011259 degrees of longitude
12.05 degrees / (1200-1 grid intervals) =
0.010050 degrees of latitude
The grid spacing for the DMSP data is:
0.004023 degrees of latitude
0.005627 degrees of longitude
These can be converted to kilometer intervals using any earth model or
geoid of choice. Using the Smithsonian Meteorological Tables (Tables
162 and 163) for the International Ellipsoid of 1924, the grid spacings
are nominally:
NOAA:
N-S "y" interval 1.113 km at 20-21 degrees N
1.114 km at 27-28 degrees N
1.115 km at 32-33 degrees N
E-W "x" interval 1.171 km at 21 degrees N
1.118 km at 27 degrees N
1.052 km at 33 degrees N
DMSP:
N-S "y" interval 0.556 km at 20-21 degrees N
0.557 km at 27-28 degrees N
0.557 km at 32-33 degrees N
E-W "x" interval 0.585 km at 21 degrees N
0.558 km at 27 degrees N
0.526 km at 33 degrees N
Users are cautioned that in general, the inaccuracies in the orbital
elements, satellite reference time standards, roll-pitch-yaw estimates,
sensor alignment, and the interactive hand navigation steps are likely
to be much more significant than inaccuracies in an earth model.
DATA FORMATS:
------------
The data on the MSS has been kept in its native TDF (i.e. Sea
Space) format. This is essentially a variety of CDF. The
format consists of a 644 byte header, the data itself, and then
a trailer (all in a single file). The data can be accessed
by simply skiping the header, reading the data (all channels
sequential), and ignoring the CDF stuff at the end. This is
essentially what textract.exe does, but one channel at a time.
The NOAA data is stored as "short int" variables (2 bytes or 16 bits)
per pixel, in units of albedo x 100 and/or brightness temp x 100.
Given a 1200 x 1200 array, this means that the channel 1 data will
occupy 2,880,000 bytes (2 x 1200 x 1200 = 2,880,000), followed by
channel 2 data, 3, 4, and 5 (for a total of 14,400,000 bytes). The
overall file sizes will be a bit bigger, since you have to add in the
644 byte header and the variable length TDF trailer.
The same pattern applies to the DMSP data, with the exception that
the data is stored as "byte" variables (8 bits). The high resolution
visible data only maintains 64 gray levels (with a variable gain,
hence not calibrated rigorously) in the data, but is still stored
in byte format. The low resolution IR data uses all 256 levels
available to it, and can be converted to brightness temperature
via the relation:
T = (I - 176.69)/2.125
where T is in degrees C and I is the (integer) byte value. For the
DMSP files, this means that the file sizes will be 11,520,000
(2400 x 2400 x 2 = 11,520,000) and a bit more counting the header and
TDF trailer.
-------------------------------------------------------------------
--------------------- ABOUT RESOLUTION ----------------------
-------------------------------------------------------------------
QUESTION:
--------
Why is the IR data LOW RESOLUTION when it uses 256 levels, and the
visible OLS data HIGH RESOLUTION when it uses 64 levels? Shouldn't
this be reversed?
ANSWER:
------
High/low resolution is used in the context of sensor SPATIAL resolution.
The 64 gray-level data has a ground resolution of 500 meters, while the
256 level IR data has a reduced resolution of 2.5 kilometers. The number
of data bits is in an inverse relationship because of two factors
(1) data transmission rates -- the 500 m resolution data generates
a lot of data to transmit and just couldn't keep up with more data bits
per pixel, and (2) the more rapidly scanning sensor taking the 500 m
resolution data just doesn't have the dwell time to justify more
significant digits.
-------------------------------------------------------------------
------------------ ABOUT HAND NAVIGATION --------------------
-------------------------------------------------------------------
The nominal image positioning using the transmitted position, time,
and attitude values is often in error by as much as 10 km. The "hand"
navigation step involves displaying the image in "satellite-sensor"
coordinates (lines and samples), with a geometrical transformation of
a coast-line data base as an overlay on the image. In an iterative series
of steps, the reported time and attitude parameters can be adjusted to
improve the registration of the image relative to the coast-line data base.
There are many different ways to do this step. In general, however,
the final result is clearly better than the unadjusted registration,
with accuracy often quoted as good to 1 (or more honestly 1-2) km.
Not all areas of the image will be registered "perfectly". Cloud
cover, sensor quality, and position of the satellite track will all
affect the quality of the navigation. After the image is navigated,
it is regridded into the "standard" lat-long grid used in the data base.
This permits scientists not interested in the preliminary processing
steps, or not having the appropiate software, to have access to the "full"
resolution multi-spectral data sets for all available imagery. KuDA Contour Figures | Earth Observing Laboratory
KuDA Contour Figures
NOTES ON SMOKE FIGURES:
Files were created at NCAR by DR. David Johnson & Todd Edmands.
| Moderate Contour Figure GIF | |
| Heavy Contour Figure GIF | |
| Smoke Coverage BAR GRAPH GIF |
Both contour figures are part of a draft article to be submitted to Geophysical Research Letters.
KuDA Satellite Inventory | Earth ObservingLaboratory
KuDA Satellite Inventory
The simplest HTML example
KuDA SATELLITE inventory as of 02 JUN 93
Total images=1267
DMSP satellites begin with an f, example: f10.91144.1714.rr
NOAA satellites begin with an n.
LAC data end with an r, example: n10.91144.0441r
GAC data end with an g, example: n11.91144.0940g
Satellite Size Special notes
000 n11.91001.0943g
000 n11.91001.1125g
000 n11.91002.0932g
000 n11.91002.1114g
000 n11.91003.1102g
000 n11.91004.1051g
000 n11.91005.1040g
000 n11.91006.1028g
509 n11.91006.1031r 43580 blocks
000 n11.91007.1017g
000 n11.91008.1006g
000 n11.91008.1148g
000 n11.91009.0954g
000 n11.91009.1137g
000 n11.91010.0943g
000 n11.91010.1125g
000 n11.91011.0932g
000 n11.91011.1114g
000 n11.91012.1103g
000 n11.91013.1051g
000 n11.91014.1040g
510 n11.91014.1043r 42782 blocks
466 n11.91014.2313r
000 n11.91015.1029g
516 n11.91015.1032r 28134 blocks
566 n11.91015.2301r 40712 blocks
000 n11.91016.1017g
517 n11.91016.1021r 28134 blocks
000 n11.91016.1159g
000 n11.91017.1006g
518 n11.91017.1009r 28134 blocks
000 n11.91017.1148g
000 n11.91018.0955g
000 n11.91018.1137g
493 n10.91019.0440r contrails
000 n11.91019.0943g
000 n11.91019.1126g
494 n10.91020.0417r contrails
000 n11.91020.1114g
467 n11.91020.2346r
499 n10.91021.0354r contrails
000 n11.91021.1103g
502 n11.91021.1106r
000 n11.91022.1052g
503 n11.91022.1054r
500 n10.91023.0448r
000 n11.91023.1040g
504 n11.91023.1043r 42833 blocks contrails
698 n11.91023.2313r 43260 blocks
455 n10.91024.0424r 41449 blocks
456 n11.91024.1026r 43583 blocks
000 n11.91024.1029g
457 n11.91024.1032r 43583 blocks
468 n11.91024.2302r oil terminal in gulf bombed
501 n10.91025.0402r smoke in IRAN
000 n11.91025.1018g
505 n11.91025.1021r 41005 blocks
000 n11.91025.1200g
000 n11.91026.1006g
506 n11.91026.1010r 35077 blocks smoke in IRAN
000 n11.91026.1148g
000 n11.91027.0955g
000 n11.91027.1137g
514 n10.91028.0433r 28134 blocks
000 n11.91028.0944g
000 n11.91028.1126g
469 n11.91028.2358r
515 n10.91029.0410r 28134 blocks lots of contrails
000 n11.91029.1114g
699 n11.91029.1117r 22308 blocks
507 n11.91029.2346r 32155 blocks
000 n11.91030.1103g smoke in Iraq
508 n11.91030.1106r 32013 blocks
000 n11.91031.1052g
511 n11.91031.1055r 38982 blocks
512 n11.91031.2324r 42774 blocks
000 n11.91032.1040g
567 n11.91032.1043r 42922 blocks
470 n11.91032.2313r
000 n11.91033.1029g
568 n11.91033.1032r 43532 blocks
000 n11.91034.1018g
569 n11.91034.1021r 40779 blocks
000 n11.91034.1200g
000 n11.91035.1006g
000 n11.91035.1148g
000 n10.91036.0446g
000 n11.91037.0944g
000 n11.91037.1126g
000 n11.91038.1114g wind shear to NE, smoke in Iran
000 n11.91039.1103g
570 n11.91039.1106r 32490 blocks
471 n11.91039.2335r
000 n11.91040.1052g Large fire in Iraq, smoke far to NE
513 n11.91040.1055r 39283 blocks
000 n11.91041.1040g smoke in Iraq
654 n11.91041.1043r 43038 blocks
519 n10.91041.1546r 41018 blocks
000 n11.91042.1029g
655 n11.91042.1032r 43398 blocks
522 n11.91042.2302r 39947 blocks
000 n11.91043.1018g
523 n11.91043.1021r 40438 blocks strong shear to w
000 n11.91043.1200g
000 n11.91044.1006g
000 n11.91044.1148g
000 n11.91045.0955g
000 n11.91045.1137g
520 n10.91045.1554r 36923 blocks
521 n10.91046.0417r 43374 blocks interesting structure, contrails
000 n11.91046.0944g
000 n11.91046.1126g
472 n11.91046.2358r
524 n10.91047.0354r 28134 blocks strong shear to w
000 n11.91047.1114g
526 n11.91047.1117r 28134 blocks
000 n11.91048.1103g
574 n11.91048.1106r 32997 blocks
527 n11.91048.2335r 28134 blocks
000 n11.91049.1052g
536 n11.91049.1054r 39639 blocks
000 n11.91050.1040g wind shear to W
575 n11.91050.1043r 43102 blocks
528 n11.91050.2313r 28134 blocks
525 n10.91051.0402r 28134 blocks
000 n11.91051.1029g
576 n11.91051.1032r 43209 blocks
650 n10.91051.1515r 40861 blocks
473 n11.91051.2302r
000 n11.91052.1017g clouds under smoke
529 n11.91052.1021r 28134 blocks interesting structure
000 n11.91052.1159g
000 n11.91053.1006g
000 n11.91053.1148g
530 n10.91053.1609r 24200 blocks
531 n10.91054.0432r 37043 blocks interesting structure
000 n11.91054.0955g
000 n11.91054.1137g
486 n10.91054.1546r
651 n10.91055.0409r 44092 blocks Storm in gulf, smoke to NW
000 n11.91055.0943g storm in gulf, smoke in Iraq
000 n11.91055.1125g ''''''''''''''''''''''''''''
652 n10.91055.1523r 43208 blocks
474 n11.91055.2357r
000 n11.91056.1114g
537 n11.91056.1117r 24596 blocks
475 n11.91056.2346r
000 n11.91057.1103g
538 n11.91057.1105r 33687 blocks
491 n11.91057.2335r
000 n11.91058.1051g
476 n11.91058.2324r 43183 blocks
668 n10.91059.0417r 43421 blocks
000 n11.91059.1040g
539 n11.91059.1043r 43166 blocks interesting structure
669 n10.91059.1530r 43994 blocks
477 n11.91059.2312r 42829 blocks
000 n11.91060.1028g
542 n11.91060.1032r 42963 blocks
478 n11.91060.2301r 39124 blocks
000 n11.91061.1017g
543 n11.91061.1020r 39494 blocks
000 n11.91061.1159g
653 n10.91062.0447r 24994 blocks
000 n11.91062.1006g
000 n11.91062.1148g
656 n10.91062.1601r 31212 blocks
657 n10.91063.0424r 41222 blocks
000 n11.91063.0954g
000 n11.91063.1136g
572 n10.91063.1538r 43121 blocks
573 n10.91064.0401r 43241 blocks
000 n11.91064.0943g
000 n11.91064.1125g
578 n10.91064.1515r 40777 blocks
479 n11.91064.2357r 26252 blocks
000 n11.91065.1113g visible dust in Iraq
577 n11.91065.1116r 25675 blocks
000 n11.91066.1102g
580 n11.91066.1105r 34490 blocks
003 n11.91066.2334r 40804 blocks
007 n9..91067.0248r 38385 blocks
670 n10.91067.0432r 37161 blocks
000 n11.91067.1051g
581 n11.91067.1054r 40494 blocks
008 n9..91067.1407r 39148 blocks
012 f8..91067.1453r 23034 blocks
001 n10.91067.1545r 40780 blocks
582 n11.91067.2323r 43400 blocks
000 n11.91068.1039g
004 n11.91068.1042r 43258 blocks land breeze
014 f9..91068.1847.rr 21364 blocks
000 n11.91069.1028g smoke in Iran
583 n11.91069.1031r 42661 blocks smoke in Iran
000 n11.91070.1016g
584 n11.91070.1020r 38831 blocks interesting structure
000 n11.91070.1158g
015 f9..91070.1805.rr 24820 blocks
000 n11.91071.1005g smoke stable over kuwait region
000 n11.91071.1147g
002 n10.91071.1553r 36868 blocks
016 f9..91071.1926.rr 3936 blocks
000 n11.91072.0953g
000 n11.91072.1136g interesting structure
000 n11.91073.0942g
000 n11.91073.1124g smoke in Iran
000 n11.91074.1113g
585 n11.91074.1115r 26936 blocks
672 n11.91074.2345r 35968 blocks
671 n10.91075.0446r 25215 blocks
000 n11.91075.1101g interesting structure(dust storm?)
586 n11.91075.1104r 35377 blocks
674 n10.91075.1600r 31581 blocks
675 n10.91076.0423r 41499 blocks
000 n11.91076.1050g
587 n11.91076.1053r 41021 blocks
676 n10.91077.0400r 43198 blocks
000 n11.91077.1038g
588 n11.91077.1041r 43352 blocks wind shear to N
000 n11.91078.1027g smoke in Iraq
000 n11.91079.1015g smoke in Iran/Iraq
000 n11.91079.1158g
000 n11.91080.1004g
000 n11.91080.1146g
608 n10.91081.0407r 44286 blocks
000 n11.91081.0953g
000 n11.91081.1135g
609 n10.91081.1521r 43021 blocks
000 n11.91082.0941g
000 n11.91082.1123g
612 n11.91082.2355r 28584 blocks
000 n11.91083.1112g
613 n11.91083.2344r 37105 blocks
610 n10.91084.0438r 27032 blocks
000 n11.91084.1100g
611 n10.91084.1551r 37325 blocks
480 n11.91084.2333r 41990 blocks
000 n11.91085.1049g
614 n11.91085.1052r 41573 blocks
615 n11.91085.2321r 43682 blocks
000 n11.91086.1037g
544 n11.91086.1040r 43390 blocks smoke in IRAN
616 n11.91086.2310r 41921 blocks
000 n11.91087.1026g
617 n11.91087.1029r 41825 blocks
532 n11.91087.2259r 36733 blocks
000 n11.91088.1014g
618 n11.91088.1018r 37092 blocks
000 n11.91088.1156g
000 n11.91089.1003g
000 n11.91089.1145g
000 n11.91090.0951g
000 n11.91090.1133g
000 n11.91091.0940g
000 n11.91091.1122g
619 n11.91091.2354r 30123 blocks
000 n11.91092.1110g smoke in Iraq
000 n11.91093.1059g
545 n11.91093.1102r 37544 blocks smoke in IRAN
000 n11.91094.1047g
000 n11.91095.1036g wind shear to W
481 n11.91095.2309r 41282 blocks
000 n11.91096.1024g
000 n11.91096.1207g
000 n11.91097.1013g strong wind shear to W
000 n11.91097.1155g strong wind shear to W
000 n11.91098.1001g
000 n11.91098.1143g
000 n11.91099.0950g
000 n11.91099.1132g
000 n11.91100.1120g
000 n11.91101.1109g
546 n11.91101.1112r 31676 blocks smoke in IRAN, interesting structure
000 n11.91102.1057g
000 n11.91103.1046g
000 n11.91104.1034g
000 n11.91105.1023g
000 n11.91105.1205g
000 n11.91106.1011g smoke to N
000 n11.91106.1153g
009 n9..91107.0445r 507 blocks **very small image
000 n11.91107.1000g
005 n11.91107.1003r 25391 blocks
000 n11.91107.1142g
006 n11.91107.1145r 8797 blocks
010 n9..91107.1422r 42134 blocks
013 f8..91107.1547.rr 20357 blocks
017 f9..91107.1825.rr 25351 blocks
011 n9..91108.0251r 36539 blocks
035 f9..91108.0539.rr 25198 blocks strong easterlies
000 n11.91108.0948g
000 n11.91108.1130g
020 n11.91108.1133r 15171 blocks
024 n9..91108.1409r 37017 blocks
000 n11.91109.1119g
021 n11.91109.2351r 33678 blocks
036 f9..91110.0638.rr 7707 blocks
000 n11.91110.1107g
022 n11.91110.1110r 33414 blocks
030 f8..91110.1505.rr 24807 blocks
025 n9..91110.1526r 14024 blocks
018 n10.91110.1547r 39197 blocks
000 n11.91111.1056g
677 n11.91111.1059r 39943 blocks
000 n11.91112.1044g
000 n11.91113.1033g
000 n11.91114.1021g
000 n11.91114.1203g
000 n11.91115.1009g
000 n11.91115.1151g
000 n11.91116.0958g
000 n11.91116.1140g
000 n11.91117.0946g
000 n11.91117.1128g
482 n11.91118.000 r 26889 blocks sea breeze
000 n11.91118.1117g
547 n11.91118.1120r 26449 blocks interesting structure
000 n11.91119.1105g
678 n11.91119.1108r 35275 blocks
000 n11.91120.1054g
680 n11.91120.1057r 41123 blocks
000 n11.91121.1042g
548 n11.91121.1045r 28134 blocks
681 n11.91121.2315r 42449 blocks
000 n11.91122.1031g dust storm
687 n11.91122.1034r 42493 blocks
000 n11.91123.1019g DUST STORM
688 n11.91123.1022r 38118 blocks
000 n11.91124.1007g
000 n11.91124.1149g
000 n11.91125.0956g
000 n11.91125.1138g
000 n11.91126.0944g
000 n11.91127.1115g
549 n11.91127.1118r 28134 blocks
000 n11.91128.1103g
000 n11.91129.1052g
000 n11.91130.1040g smoke in iran/N Iraq
689 n11.91130.1043r 43685 blocks
000 n11.91131.1028g smoke in Iraq
550 n11.91131.1032r 28134 blocks
000 n11.91132.1017g
000 n11.91132.1159g
000 n11.91133.1005g
000 n11.91133.1147g
000 n11.91134.0954g
000 n11.91134.1136g
000 n10.91135.0449g
000 n11.91135.0942g
000 n11.91135.1124g
533 n11.91135.1127r 21403 blocks
000 n11.91136.1113g DUST storm in Iraq
458 n11.91136.2343r 39036 blocks
000 n10.91137.0402g
000 n11.91137.1101g DUST STORM, interesting structure
551 n11.91137.2333r 28134 blocks
000 n10.91138.0338g
459 n11.91138.1047r 42923 blocks strong shear
000 n11.91138.1049g DUST STORM
483 n11.91138.2322r 43335 blocks
000 n10.91139.0315g
000 n10.91139.0456g
460 n11.91139.1035r 43558 blocks
000 n11.91139.1038g DUST STORM
552 n11.91139.2310r 28134 blocks
000 n10.91140.0432g
461 n11.91140.1024r 40723 blocks
000 n11.91140.1026g wind shear to E
000 n10.91141.0409g
487 n10.91141.0412r
000 n11.91141.1015g DUST STORM
000 n11.91141.1157g
019 n10.91141.1525r 44277 blocks
027 f10.91141.1704.rr 12262 blocks
037 f9..91141.1805.rr 24954 blocks
023 n11.91141.2247r 24746 blocks
031 f8..91142.0156.rr 20521 blocks
000 n10.91142.0345g
026 n9..91142.0416r 12371 blocks **satellite viewing Earth
000 n11.91142.1003g DUST STORM
032 f8..91142.1424.rr 13529 blocks
033 f8..91142.1605.rr 13212 blocks
028 f10.91142.1634.rr 22558 blocks
038 f9..91142.1743.rr 21277 blocks
039 f9..91142.1923.rr 6753 blocks
034 f8..91143.0142.rr 15197 blocks
000 n10.91143.0321g
029 f10.91143.0454.rr 26893 blocks DUST STORM
000 n10.91143.0503g
040 f9..91143.0638.rr 7036 blocks
000 n11.91143.0951g
000 n11.91143.1133g
046 n9..91143.1342r 13326 blocks
041 n10.91143.1619r 13550 blocks
059 f9..91143.1722.rr 12673 blocks
060 f9..91143.1902.rr 14132 blocks
534 n11.91144.0005r 24940 blocks
000 n10.91144.0439g
554 n10.91144.0441r 26995 blocks
000 n11.91144.0940g
000 n11.91144.1122g
484 n11.91144.1125r 24028 blocks
047 n9..91144.1330r 5735 blocks
042 n10.91144.1556r 32136 blocks
061 f9..91144.1701.rr 3827 blocks
050 f10.91144.1714.rr 8973 blocks
062 f9..91144.1841.rr 22732 blocks
044 n11.91144.2354r 33792 blocks
054 f8..91145.0255.rr 22037 blocks
048 n9..91145.0340r 23765 blocks
051 f10.91145.0355.rr 6731 blocks
000 n10.91145.0415g
043 n10.91145.0419r 28124 blocks
052 f10.91145.0533.rr 17639 blocks cloud wave stucture
462 n11.91145.1107r 33592 blocks
000 n11.91145.1110g
555 n10.91145.1532r 43983 blocks
053 f10.91145.1644.rr 20526 blocks
063 f9..91145.1820.rr 25381 blocks
045 n11.91145.2342r 40292 blocks
055 f8..91146.0241.rr 24375 blocks
000 n10.91146.0352g
488 n10.91146.0355r
064 f9..91146.0534.rr 25501 blocks cloud wave stucture
463 n11.91146.1056r 40210 blocks
000 n11.91146.1059g DUST STORM
049 n9..91146.1446r 42962 blocks land breeze
556 n10.91146.1508r 39768 blocks
056 f8..91146.1509.rr 25179 blocks land breeze
057 f8..91146.1650.rr 129 blocks **very small image
535 n11.91146.2331r 43267 blocks
058 f8..91147.0227.rr 25131 blocks
000 n10.91147.0328g
065 n10.91147.0332r 21428 blocks
000 n10.91147.0509g
089 f9..91147.0513.rr 24761 blocks
079 f10.91147.0613.rr 2183 blocks **very small image
000 n11.91147.1049g
000 n11.91147.1050g 5358 blocks
069 n11.91147.1050r 35972 blocks smoke in iran
662 n11.91147.1050r 43457 blocks
066 n10.91147.1445r 19254 blocks
067 n10.91147.1625r 9555 blocks
540 n11.91147.2319r 42799 blocks
076 n9..91148.0303r 39635 blocks DUST STORM
000 n10.91148.0305g
000 n10.91148.0446g
068 n10.91148.0448r 21704 blocks DUST STORM
080 f10.91148.0543.rr 13207 blocks DUST STORM
090 f9..91148.0632.rr 8928 blocks DUST STORM
000 n11.91148.1035g
070 n11.91148.1038r 43179 blocks
557 n10.91148.1602r 27175 blocks
083 f8..91148.1622.rr 7318 blocks
541 n11.91148.2308r 38878 blocks
084 f8..91149.0159.rr 21849 blocks
085 f8..91149.0341.rr 6529 blocks
000 n10.91149.0422g
558 n10.91149.0425r 39171 blocks
000 n11.91149.1024g
071 n11.91149.1027r 39440 blocks
000 n11.91149.1206g
077 n9..91149.1409r 32051 blocks
658 n10.91149.1538r 42368 blocks
086 f8..91149.1608.rr 5298 blocks
078 n9..91150.0238r 21068 blocks sea breeze
087 f8..91150.0327.rr 11002 blocks
000 n10.91150.0359g
000 n11.91150.1012g
072 n11.91150.1016r 31878 blocks
000 n11.91150.1154g
088 f8..91150.1414.rr 9823 blocks
559 n10.91150.1515r 42491 blocks
000 n10.91151.0335g
000 n11.91151.1001g wind shear to W
000 n11.91151.1143g
073 n11.91151.2234r 13607 blocks
074 n11.91152.0015r 18935 blocks
000 n10.91152.0311g
000 n10.91152.0453g
000 n11.91152.0949g
075 n11.91152.0953r 14735 blocks
000 n11.91152.1131g
081 f10.91152.1453.rr 2944 blocks
495 n10.91152.1609r
082 f10.91152.1633.rr 19251 blocks
091 f9..91152.1911.rr 9125 blocks
663 n11.91153.0003r 27389 blocks
000 n10.91153.0429g
092 n10.91153.0432r 34560 blocks wind shear to NW
000 n11.91153.0937g
000 n11.91153.1119g
100 n9..91153.1500r 37949 blocks
093 n10.91153.1545r 39492 blocks
104 f10.91153.1602.rr 25072 blocks
107 f9..91153.1711.rr 6000 blocks
108 f9..91153.1850.rr 18905 blocks
095 n11.91153.2211r 3309 blocks
096 n11.91153.2352r 36129 blocks sea breeze
105 f8..91154.0231.rr 25166 blocks
000 n10.91154.0405g
464 n11.91154.1105r 35710 blocks wind shear to SW
000 n11.91154.1108g
664 n11.91154.2340r 41373 blocks
000 n10.91155.0342g
465 n11.91155.1054r 41444 blocks
000 n11.91155.1056g
094 n10.91155.1458r 32857 blocks DUST STORM
097 n11.91155.2328r 43448 blocks
000 n10.91156.0318g
106 f8..91156.0344.rr 5564 blocks
101 n9..91156.0446r 1982 blocks **very small image
000 n11.91156.1045g small dust storm
098 n11.91156.1048r 43723 blocks
102 n9..91156.1423r 40377 blocks DUST STORM
109 f9..91156.1926.rr 5826 blocks
099 n11.91156.2317r 42015 blocks
103 n9..91157.0253r 32588 blocks DUST STORM, interesting structure
000 n10.91157.0254g
000 n10.91157.0436g 5358 blocks
110 n10.91157.0438r 29187 blocks cloud wave structure
126 f9..91157.0500.rr 21824 blocks cloud wave structure
127 f9..91157.0641.rr 6049 blocks ** small image
000 n11.91157.1033g small dust storm
116 n11.91157.1036r 42461 blocks
119 n9..91157.1411r 32738 blocks DUST STORM
121 f10.91157.1722.rr 6935 blocks
665 n11.91157.2306r 37163 blocks
124 f8..91158.0316.rr 15310 blocks
000 n10.91158.0412g
128 f9..91158.0439.rr 13110 blocks
000 n11.91158.1021g
117 n11.91158.1025r 37832 blocks interesting structure
000 n11.91158.1203g
129 f9..91158.1844.rr 21324 blocks
118 n11.91159.0035r 7910 blocks
125 f8..91159.0302.rr 20674 blocks
000 n10.91159.0348g
111 n10.91159.0352r 41296 blocks wind shear to W
000 n11.91159.1010g
000 n11.91159.1152g
112 n10.91159.1505r 30222 blocks
000 n10.91160.0325g
000 n10.91160.0506g
113 n10.91160.0508r 8750 blocks
000 n11.91160.0958g
000 n11.91160.1140g
000 n10.91161.0301g
000 n10.91161.0442g
000 n11.91161.0946g
000 n11.91161.1128g
114 n10.91161.1605r 5649 blocks *BAD IMAGE
666 n11.91162.0000r 29857 blocks
000 n10.91162.0419g
560 n10.91162.0421r 40497 blocks
000 n11.91162.1117g interesting
553 n11.91162.1120r 28134 blocks
120 n9..91162.1450r 42724 blocks
122 f10.91162.1631.rr 24051 blocks
130 f9..91162.1719.rr 8827 blocks
131 f9..91162.1900.rr 10622 blocks
673 n11.91162.2349r 37847 blocks
000 n10.91163.0355g
561 n10.91163.0358r 43288 blocks Wave structure in smoke
000 n11.91163.1105g
564 n11.91163.1108r 37652 blocks
115 n10.91163.1511r 41359 blocks wind shear to E
123 f10.91163.1601.rr 25212 blocks
132 f9..91163.1837.rr 23755 blocks
135 n11.91163.2337r 42271 blocks
147 f8..91164.0152.rr 18829 blocks
000 n10.91164.0331g
000 n11.91164.1054g
136 n11.91164.1057r 32358 blocks wind shear to NW
141 n9..91164.1425r 21529 blocks
144 f10.91164.1711.rr 10754 blocks
149 f9..91164.1816.rr 15231 blocks
137 n11.91164.2326r 11284 blocks
000 n11.91165.1042g wind shear to W
138 n11.91165.1045r 43658 blocks wind shear to W
142 n9..91165.1413r 33365 blocks wind shear to W
133 n10.91165.1605r 23655 blocks
145 f10.91165.1640.rr 22491 blocks
150 f9..91165.1755.rr 23855 blocks
139 n11.91165.2315r 40963 blocks
143 n9..91166.0242r 22643 blocks smoke lingering over iraq&iran
148 f8..91166.0305.rr 20014 blocks
146 f10.91166.0500.rr 27579 blocks
000 n11.91166.1030g
140 n11.91166.1034r 41454 blocks wind shear to NW
134 n10.91166.1542r 40767 blocks wind shear to NW
162 f10.91166.1610.rr 25797 blocks
169 f9..91166.1914.rr 9355 blocks
562 n10.91167.0405r 44017 blocks interesting structure
000 n11.91167.1019g
000 n11.91167.1201g
563 n10.91167.1518r 43310 blocks
165 f8..91167.1519.rr 25089 blocks
163 f10.91167.1720.rr 7598 blocks
170 f9..91167.1852.rr 17598 blocks
160 n9..91168.0358r 28376 blocks wind shear to W
164 f10.91168.0539.rr 15833 blocks wind shear to W
000 n11.91168.1007g
155 n11.91168.1011r 26788 blocks wind shear to W
000 n11.91168.1149g DUST STORM
156 n11.91168.1152r 7715 blocks wind shear to W
151 n10.91168.1455r 30509 blocks DUST STORM
166 f8..91169.0225.rr 25217 blocks
152 n10.91169.0318r 17024 blocks smoke over S iran
153 n10.91169.0458r 13852 blocks
000 n11.91169.0955g DUST STORM
157 n11.91169.0959r 17360 blocks
000 n11.91169.1137g
158 n11.91170.0948r 11107 blocks
000 n11.91170.1126g
159 n11.91170.1129r 22497 blocks
161 n9..91170.1452r 42581 blocks
171 f9..91170.1749.rr 22744 blocks
172 f9..91170.1929.rr 4688 blocks **small image
485 n11.91170.2358r 32445 blocks
167 f8..91171.0155.rr 20079 blocks
168 f8..91171.0336.rr 7620 blocks
154 n10.91171.0411r 43474 blocks interesting structure
173 f9..91171.0503.rr 23120 blocks interesting structure
174 f9..91171.0644.rr 5218 blocks interesting structure
000 n11.91171.1114g strong wind shear from Africa
492 n11.91171.1117r wind shear to SW
489 n10.91171.1525r wind shear to SW
490 n10.91172.0348r wind shear to SW
000 n11.91172.1103g
565 n11.91172.1105r 39338 blocks Smoke in Iran
000 n11.91173.1051g smoke in Iran
571 n11.91173.1054r 43096 blocks
000 n11.91174.1039g interesting structure
000 n11.91175.1028g interesting structure
000 n11.91175.1210g
000 n11.91176.1016g clouds over smoke
000 n11.91176.1158g
000 n11.91177.1004g
179 n11.91177.1008r 24261 blocks
000 n11.91177.1146g
180 n11.91177.1149r 9302 blocks
186 f8..91177.1441.rr 20328 blocks
187 f8..91178.0158.rr 21322 blocks
000 n11.91178.0953g
000 n11.91178.1135g clouds over smoke
188 f8..91178.1427.rr 15059 blocks
000 n11.91179.0941g
000 n11.91179.1123g interesting structure
000 n11.91180.1111g
181 n11.91180.1114r 34601 blocks
182 n9..91180.1429r 41370 blocks
175 n10.91180.1514r 42411 blocks
189 f8..91180.1539.rr 23200 blocks
000 n11.91181.1100g smoke in Iran
176 n10.91181.1451r 27987 blocks DUST STORM
190 f8..91181.1525.rr 24626 blocks
183 f10.91181.1657.rr 17239 blocks
192 f9..91181.1715.rr 10484 blocks
193 f9..91181.1855.rr 16386 blocks
177 n10.91182.0454r 15763 blocks interesting structure
184 f10.91182.0516.rr 25837 blocks interesting structure
000 n11.91182.1048g
000 n11.91183.1037g
000 n11.91184.1025g
690 n11.91184.1028r 38458 blocks
691 n11.91184.1031r 12888 blocks
000 n11.91184.1207g
178 n10.91184.1521r 43737 blocks
185 f10.91184.1706.rr 12934 blocks
194 f9..91184.1751.rr 23381 blocks
191 f8..91185.0201.rr 22554 blocks
686 n10.91185.0345r 25605 blocks
204 f10.91185.0525.rr 23696 blocks
000 n11.91185.1013g DUST STORM
000 n11.91185.1155g
209 f8..91185.1430.rr 16485 blocks DUST STORM
195 n10.91185.1457r 33318 blocks DUST STORM
210 f8..91185.1610.rr 11534 blocks
205 f10.91185.1635.rr 25049 blocks
214 f9..91185.1730.rr 16965 blocks
215 f9..91185.1910.rr 10324 blocks
198 n11.91185.2246r 20627 blocks
211 f8..91186.0148.rr 16996 blocks
000 n11.91186.1002g
000 n11.91186.1144g
199 n11.91186.1146r 11142 blocks
212 f8..91186.1416.rr 10724 blocks
202 n9..91186.1456r 42217 blocks
213 f8..91186.1556.rr 16876 blocks
216 f9..91186.1848.rr 8334 blocks
196 n10.91187.0437r 28725 blocks wind shear to S SW
000 n11.91187.0950g
000 n11.91187.1132g
200 n11.91187.1135r 18780 blocks wind shear to S SW
203 n9..91187.1444r 43960 blocks
197 n10.91187.1551r 34894 blocks
206 f10.91187.1715.rr 9259 blocks
692 n10.91188.0414r 42905 blocks
217 f9..91188.0542.rr 24526 blocks
000 n11.91188.1120g
201 n11.91188.1123r 28635 blocks wind shear to S
693 n10.91188.1527r 43892 blocks
207 f10.91189.0504.rr 26661 blocks
000 n11.91189.1109g
695 n11.91189.1112r 36759 blocks
000 n11.91190.1057g DUST STORM
208 f10.91191.0403.rr 10046 blocks
224 n9..91191.0416r 17789 blocks wind shear to S
000 n11.91191.1045g DUST STORM
696 n11.91191.1048r 43499 blocks
697 n11.91191.1051r 11201 blocks
694 n10.91191.1557r 29607 blocks
000 n11.91192.1034g
700 n11.91192.1037r 41627 blocks
000 n11.91192.1216g
000 n11.91193.1022g
000 n11.91193.1204g
218 n10.91193.1510r 41278 blocks
236 f9..91193.1800.rr 24781 blocks
234 f8..91194.0318.rr 14572 blocks
225 n9..91194.0339r 41852 blocks
230 f10.91194.0413.rr 13815 blocks
231 f10.91194.0552.rr 12319 blocks
221 n11.91194.1014r 27760 blocks
000 n11.91194.1152g
237 f9..91194.1919.rr 6643 blocks
000 n11.91195.0959g
222 n11.91195.1002r 19342 blocks
000 n11.91195.1141g
223 n11.91196.0013r 22778 blocks
235 f8..91196.0249.rr 23360 blocks
226 n9..91196.0314r 41188 blocks
219 n10.91196.0427r 36625 blocks
232 f10.91196.0452.rr 25714 blocks
000 n11.91196.0947g
000 n11.91196.1129g
000 n11.91197.1117g
000 n11.91198.1106g
000 n11.91199.1054g int structure
000 n11.91200.1042g
589 n11.91200.1046r 43239 blocks
579 n10.91200.1547r 37138 blocks
590 n11.91200.2315r 40161 blocks
000 n11.91201.1031g int structure
000 n11.91201.1213g
000 n11.91202.1019g DUST STORM
000 n11.91202.1201g
233 f10.91203.0440.rr 23446 blocks
000 n11.91203.1008g
000 n11.91203.1150g
000 n11.91204.0956g DUST STORM
000 n11.91204.1138g
000 n11.91205.1126g wind shear to E
000 n11.91206.1115g smoke in Iran
000 n11.91207.1103g
227 n9..91208.0407r 26072 blocks
220 n10.91208.0446r 20838 blocks cloud wave structure
000 n11.91208.1051g
228 n9..91208.1528r 2444 blocks
229 n9..91209.0355r 35588 blocks
238 n10.91209.0423r 39232 blocks
000 n11.91209.1040g sunglint
624 n11.91209.2312r 38467 blocks
245 n9..91210.0343r 41513 blocks
239 n10.91210.0359r 44125 blocks
000 n11.91210.1028g DUST STORM
625 n11.91210.1031r 38658 blocks
000 n11.91210.1210g
246 n9..91210.1505r 17145 blocks BAD IMAGE no data
000 n11.91211.1016g DUST STORM
000 n11.91211.1158g
000 n11.91212.1005g
000 n11.91212.1147g smoke as far N as Turkey?
638 n10.91212.1606r 21024 blocks
639 n10.91213.0429r 34430 blocks
000 n11.91213.0953g
000 n11.91213.1135g
640 n10.91213.1542r 39205 blocks outflow?
602 n10.91214.0406r 39750 blocks
000 n11.91214.1123g
644 n11.91214.1126r 28149 blocks
620 n10.91214.1519r 43740 blocks
244 n11.91214.2355r 37074 blocks
240 n10.91215.0342r 38361 blocks
247 n9..91215.0421r 16694 blocks
000 n11.91215.1112g
645 n11.91215.1114r 36350 blocks
248 n9..91216.0228r 8753 blocks
241 n10.91216.0320r 14876 blocks
249 n9..91216.0409r 25690 blocks upper level shear to NW
242 n10.91216.0459r 11746 blocks upper level shear to NW
000 n11.91216.1100g DUST STORM
603 n11.91216.1103r 41628 blocks
243 n10.91216.1613r 15829 blocks upper level shear to NW
258 n9..91217.0357r 35241 blocks upper level shear to NW
250 n10.91217.0435r 29180 blocks upper level shear to NW
000 n11.91217.1048g
255 n11.91217.1051r 43416 blocks upper level shear to NW
251 n10.91217.1549r 35374 blocks upper level shear to NW
252 n10.91218.0412r 43222 blocks smoke as far N as TURKEY
000 n11.91218.1036g
604 n11.91218.1040r 41740 blocks shear to W, interesting structure
679 n11.91218.1042r 12278 blocks
621 n10.91218.1525r 44025 blocks
259 n9..91219.0332r 43616 blocks smoke in iran
000 n11.91219.1025g smoke in Iran
646 n11.91219.1028r 36711 blocks
000 n11.91219.1207g
496 n10.91219.1502r
253 n10.91219.1643r 2712 blocks **very small image
000 n11.91220.1013g wind shear to SW
000 n11.91220.1155g
000 n11.91221.1001g smoke as far N as Turkey?
000 n11.91221.1143g
622 n10.91221.1555r 30274 blocks
623 n10.91222.0418r 41025 blocks interesting structure
000 n11.91222.0950g
000 n11.91222.1132g wind shear to SW
260 n9..91222.1413r 26837 blocks DUST STORM
626 n10.91222.1532r 43160 blocks
256 n11.91223.0004r 7013 blocks **very small image
627 n10.91223.0355r 43531 blocks
261 n9..91223.0423r 16334 blocks
000 n11.91223.1120g
647 n11.91223.1123r 31268 blocks
628 n10.91223.1508r 41111 blocks
257 n11.91223.2352r 39096 blocks
254 n10.91224.0331r 30706 blocks
262 n10.91224.0512r 6006 blocks
000 n11.91224.1108g
641 n11.91224.1111r 38496 blocks
342 f10.91225.0513.rr 18337 blocks cloud wave structure
000 n11.91225.1057g
629 n10.91225.1602r 24348 blocks
630 n10.91226.0424r 37369 blocks
000 n11.91226.1045g int structure
635 n11.91226.1048r 43265 blocks
631 n10.91226.1538r 41122 blocks
636 n11.91226.2318r 40402 blocks
632 n10.91227.0401r 44281 blocks
000 n11.91227.1033g sunglint
637 n11.91227.1037r 40380 blocks sunglint
000 n11.91227.1215g
497 n10.91227.1515r
000 n11.91228.1022g int structure
000 n11.91228.1204g
000 n11.91229.1010g
000 n11.91229.1152g
633 n10.91230.0431r 32410 blocks
000 n11.91230.0958g
000 n11.91230.1140g
634 n10.91230.1544r 37911 blocks
000 n11.91231.1129g smoke in Iran
000 n11.91232.1117g
000 n11.91233.1105g smoke goes off S coast
000 n11.91234.1054g
000 n11.91235.1042g
000 n11.91236.1030g
263 n11.91236.1033r 38715 blocks
000 n11.91236.1212g
000 n11.91237.1018g
000 n11.91237.1200g
264 n11.91237.2251r 20746 blocks
265 n11.91238.0032r 12031 blocks
271 n9..91238.0258r 26833 blocks
000 n11.91238.1007g
000 n11.91238.1149g
266 n11.91238.1152r 10902 blocks
267 n11.91238.2240r 12439 blocks
268 n11.91239.0020r 19708 blocks
000 n11.91239.0955g
000 n11.91239.1137g
269 n11.91239.1140r 18464 blocks
270 n11.91240.0009r 28456 blocks
272 n9..91240.0233r 9033 blocks
273 n10.91240.0356r 43798 blocks
000 n11.91240.1125g
281 n9..91241.0401r 34444 blocks
000 n11.91241.1114g
000 n11.91242.1102g
274 n10.91243.0426r 35678 blocks
000 n11.91243.1050g
275 n10.91243.1540r 40242 blocks
278 n11.91243.2323r 41722 blocks
282 n9..91244.0324r 42280 blocks interesting structure
276 n10.91244.0403r 44144 blocks interesting structure
000 n11.91244.1038g
000 n11.91245.1027g
000 n11.91245.1209g
279 n11.91245.2259r 27255 blocks
280 n11.91246.0040r 8465 blocks
283 n9..91246.0259r 27001 blocks smoke covers W half of image
277 n10.91246.0316r 17772 blocks
284 n9..91246.0440r 5474 blocks
000 n11.91246.1015g
000 n11.91246.1157g
295 n9..91246.1418r 27629 blocks
290 n11.91246.2248r 17465 blocks sea breeze
291 n11.91247.0029r 14504 blocks sea breeze
000 n11.91247.1003g
292 n11.91247.1007r 19067 blocks
000 n11.91247.1145g
293 n11.91247.1148r 13230 blocks
285 n10.91247.1546r 36732 blocks
000 n11.91248.1134g
000 n11.91249.1122g
286 n10.91249.1639r 2947 blocks **very small image
000 n11.91250.1110g
287 n10.91251.0438r 25669 blocks
000 n11.91251.1058g
498 n10.91251.1552r
288 n10.91252.0415r 41610 blocks
000 n11.91252.1047g
294 n11.91252.1050r 43367 blocks
296 n9..91252.1444r 42219 blocks
289 n10.91252.1528r 43777 blocks
298 n11.91252.2319r 39991 blocks
304 n9..91253.0313r 36677 blocks
000 n11.91253.1035g
299 n11.91253.1038r 40265 blocks
000 n11.91253.1217g DUST STORM
305 n9..91253.1432r 37021 blocks DUST STORM
300 n11.91253.2308r 33237 blocks
000 n11.91254.1023g DUST STORM
000 n11.91254.1205g
306 n9..91255.0429r 15236 blocks
000 n11.91255.1012g DUST STORM
301 n11.91255.1015r 24405 blocks wind shear to NE
000 n11.91255.1154g
302 n11.91255.1156r 9160 blocks
307 n9..91255.1407r 18591 blocks
297 n10.91255.1558r 26174 blocks
308 n9..91256.0417r 24389 blocks
000 n11.91256.1000g
303 n11.91256.1004r 15950 blocks
000 n11.91256.1142g int structure
312 n11.91256.1145r 15979 blocks
318 n9..91256.1355r 10849 blocks
319 n9..91256.1535r 23756 blocks
313 n11.91257.0013r 26051 blocks
309 n10.91257.0358r 43878 blocks wind shear to W SW
000 n11.91257.1130g int structure
314 n11.91257.1133r 25448 blocks wind shear to W SW
000 n11.91258.1118g wind shear to S SW
315 n11.91258.1121r 34711 blocks wind shear to W SW
316 n11.91258.2350r 41144 blocks
310 n10.91259.0311r 14639 blocks
320 n9..91259.0339r 43966 blocks
000 n11.91259.1107g
317 n11.91259.1110r 40923 blocks
311 n10.91259.1604r 20450 blocks
325 n11.91259.2339r 14390 blocks **very small image
329 n9..91260.0327r 42469 blocks
321 n10.91260.0427r 34252 blocks
000 n11.91260.1055g
326 n11.91260.1058r 43637 blocks
330 n9..91260.1446r 42273 blocks
322 n10.91260.1541r 39352 blocks
327 n11.91260.2327r 42480 blocks
331 n9..91261.0315r 36785 blocks wind shear to W then S
323 n10.91261.0404r 43923 blocks wind shear to W then S
000 n11.91261.1043g
328 n11.91261.1046r 42712 blocks
324 n10.91261.1517r 44074 blocks
345 f9..91261.1710.rr 10123 blocks
346 f9..91261.1850.rr 16795 blocks
336 n11.91261.2316r 37786 blocks
332 n10.91262.0340r 38209 blocks
340 n9..91262.0443r 8474 blocks
000 n11.91262.1031g
337 n11.91262.1035r 38320 blocks
000 n11.91262.1213g
341 n9..91262.1421r 27826 blocks
333 n10.91262.1454r 32903 blocks
343 f10.91262.1558.rr 23090 blocks
344 f10.91262.1740.rr 2782 blocks
338 n11.91262.2304r 29998 blocks
339 n11.91263.0045r 6690 blocks
334 n10.91263.0317r 19386 blocks smoke over iran
000 n11.91263.1020g
000 n11.91263.1202g
335 n10.91263.1610r 15477 blocks
347 f9..91263.1807.rr 25440 blocks
351 n11.91264.0033r 12871 blocks
357 n9..91264.0237r 9121 blocks smoke over iran
348 n10.91264.0254r 4545 blocks smoke over iran
358 n9..91264.0418r 24301 blocks wind shear to W
349 n10.91264.0433r **very small image
000 n11.91264.1008g
352 n11.91264.1012r 21167 blocks wind shear to W
000 n11.91264.1150g
353 n11.91264.1153r 11348 blocks
359 n9..91264.1537r 23632 blocks
354 n11.91265.0021r 20762 blocks
350 n10.91265.0410r 42897 blocks
000 n11.91265.0956g
000 n11.91265.1138g
360 n9..91265.1524r 33784 blocks
355 n11.91265.2230r 5460 blocks
356 n11.91266.0010r 29523 blocks
361 n10.91266.0346r 41188 blocks
000 n11.91266.1126g
365 n11.91266.1129r 29295 blocks
369 n9..91267.0341r 43966 blocks
362 n10.91267.0503r 8946 blocks
000 n11.91267.1115g
370 n9..91268.0328r 16017 blocks
363 n10.91268.0439r 24349 blocks wind shear to W
000 n11.91268.1103g DUST STORM
366 n11.91268.2335r 43538 blocks
000 n11.91269.1051g DUST STORM
367 n11.91269.1054r 43710 blocks DUST STORM
368 n11.91269.2324r 41067 blocks
371 n9..91270.0303r 27248 blocks wind shear to SE
364 n10.91270.0352r 43091 blocks
372 n9..91270.0444r 8303 blocks
000 n11.91270.1039g
381 n9..91270.1603r 6790 blocks
375 n11.91270.2312r 35107 blocks **many missing lines
373 n10.91271.0329r 30524 blocks
000 n11.91271.1028g
376 n11.91271.1031r 35515 blocks
000 n11.91271.1210g
000 n11.91272.1016g
377 n11.91272.1019r 26496 blocks
000 n11.91272.1158g
378 n11.91272.1201r 7836 blocks smoke going N
660 n12.91272.1608r 38460 blocks
379 n11.91272.2249r 16562 blocks
382 n9..91273.0407r 34081 blocks wind shear to N
374 n10.91273.0422r 37691 blocks wind shear to N
661 n12.91273.0432r 43833 blocks
000 n11.91273.1004g
000 n11.91273.1146g
383 n9..91273.1526r 33814 blocks STORM (cloud temp -57c)
667 n12.91273.1547r 43905 blocks
380 n11.91274.0018r 24073 blocks
392 n9..91274.0354r 30817 blocks
000 n11.91274.0952g
000 n11.91274.1134g
393 n9..91274.1513r 40766 blocks
388 n11.91275.0006r 33050 blocks
384 n10.91275.0335r 35293 blocks
000 n11.91275.0941g
000 n11.91275.1123g
659 n11.91275.1126r 32923 blocks
000 n11.91276.0929g
000 n11.91276.1111g
389 n11.91276.1114r 39851 blocks
385 n10.91276.1605r 19232 blocks
394 n9..91277.0317r 36784 blocks
000 n11.91277.1059g
386 n10.91277.1541r 38470 blocks
000 n11.91278.1047g
390 n11.91278.2320r 39040 blocks
387 n10.91279.0521r 2164 blocks **very small image
000 n11.91279.1036g
391 n11.91279.1039r 39611 blocks wind shear to W
000 n11.91279.1218g
397 n11.91279.2308r 31908 blocks
398 n11.91280.0049r 6647 blocks
000 n11.91280.1024g
000 n11.91280.1206g
399 n11.91281.0037r 11678 blocks
395 n10.91281.0434r 28121 blocks
000 n11.91281.1012g wind shear to NW
000 n11.91281.1154g
000 n11.91282.1000g
000 n11.91282.1142g
000 n11.91283.1131g
000 n11.91284.1119g smoke in Iran
400 n11.91284.1122r 36057 blocks
404 n9..91284.1449r 42523 blocks
401 n11.91284.2351r 41625 blocks wind shear to N
000 n11.91285.1107g
402 n11.91285.1110r 41719 blocks
403 n11.91285.2339r 43474 blocks
000 n11.91286.1055g
000 n11.91287.1043g
591 n11.91287.1047r 42185 blocks
000 n11.91288.1032g
000 n11.91288.1214g
000 n11.91289.1020g
000 n11.91289.1202g
000 n11.91290.1008g
000 n11.91290.1150g
396 n10.91290.1536r 40821 blocks
000 n11.91291.0956g
000 n11.91291.1138g
593 n12.91292.0437r 43182 blocks
000 n11.91292.1126g
592 n11.91292.1129r 31373 blocks
405 n9..91292.1450r 17738 blocks
596 n11.91292.2358r 38944 blocks
000 n11.91293.1115g
000 n11.91294.1103g wind shear to NW
000 n11.91295.1051g
000 n11.91296.1039g
597 n11.91296.1042r 40410 blocks
000 n11.91296.1221g
000 n11.91297.1027g
000 n11.91297.1209g
410 n11.91297.2300r 23926 blocks
000 n11.91298.1016g
000 n11.91298.1158g
000 n11.91299.1004g
000 n11.91299.1146g
411 n11.91299.2237r 8439 blocks
000 n11.91300.0952g
000 n11.91300.1134g
412 n11.91301.0006r 35131 blocks
000 n11.91301.1122g
598 n11.91301.1125r 34819 blocks
413 n11.91301.2354r 41002 blocks
406 n10.91302.0440r 22476 blocks
000 n11.91302.1110g
407 n10.91302.1554r 28504 blocks
414 n11.91302.2343r 43400 blocks
000 n11.91303.1059g
415 n11.91303.1102r 43587 blocks
408 n10.91303.1530r 42584 blocks
409 n10.91304.0353r 43667 blocks
000 n11.91304.1047g
599 n11.91304.1050r 42549 blocks
600 n11.91304.2319r 37462 blocks
000 n11.91305.1035g
601 n11.91305.1038r 38029 blocks
000 n11.91305.1217g
594 n12.91306.0445r 40385 blocks
000 n11.91306.1023g
000 n11.91306.1205g
595 n12.91306.1559r 42210 blocks
416 n9..91307.0346r 43646 blocks
417 n10.91307.0422r 36216 blocks
000 n11.91307.1011g
000 n11.91307.1153g
420 n11.91307.1156r 11820 blocks
426 n9..91308.0334r 41988 blocks
418 n10.91308.0359r 44140 blocks
000 n11.91308.0959g
000 n11.91308.1142g
421 n11.91308.1144r 19955 blocks
419 n10.91308.1512r 43286 blocks
000 n11.91309.1130g
422 n11.91309.1132r 30132 blocks
423 n11.91310.0002r 38222 blocks
000 n11.91310.1118g
605 n11.91310.1121r 37897 blocks
685 n12.91310.1616r 33485 blocks
424 n11.91310.2350r 42523 blocks
000 n11.91311.1106g Dust storm
682 n11.91311.1109r 42512 blocks
683 n11.91311.2338r 43346 blocks
000 n11.91312.1054g
684 n11.91312.1057r 43479 blocks
427 n9..91312.1543r 24105 blocks
425 n11.91312.2327r 40549 blocks
000 n11.91313.1042g
606 n11.91313.1046r 40863 blocks
436 n9..91313.1531r 34553 blocks
433 n11.91313.2315r 34244 blocks
000 n11.91314.1030g
000 n11.91314.1212g
428 n10.91314.1612r 13761 blocks
000 n11.91315.1019g
000 n11.91315.1201g
429 n10.91315.1547r 33274 blocks
000 n11.91316.1007g
000 n11.91316.1149g
000 n11.91317.1137g
000 n11.91318.1125g
000 n11.91319.1113g
430 n10.91320.0416r 39906 blocks
000 n11.91320.1101g
642 n12.91320.1607r 39235 blocks
000 n11.91321.1050g
434 n11.91321.1052r 42604 blocks
000 n11.91322.1038g
000 n11.91323.1026g
000 n11.91323.1208g
000 n11.91324.1014g
000 n11.91324.1156g
000 n11.91325.1002g
000 n11.91325.1144g
000 n11.91326.1132g
435 n11.91327.0004r 37993 blocks
000 n11.91327.1120g
000 n11.91328.1109g
000 n11.91329.1057g
431 n10.91329.1517r 43940 blocks
000 n11.91330.1045g
607 n11.91330.1048r 41090 blocks
432 n10.91330.1453r 35375 blocks
437 n9..91330.1520r 41530 blocks
000 n11.91331.1033g
000 n11.91332.1021g Dust storm
000 n11.91332.1203g
000 n11.91333.1151g
000 n11.91334.1139g
000 n11.91335.1127g
000 n11.91335.1309g ***BAD OVERPASS TIME NO IMAGE
000 n11.91336.1116g
000 n11.91337.1104g
000 n11.91338.1052g Dust storm
000 n11.91339.1040g
000 n11.91340.1028g
000 n11.91340.1210g
000 n11.91341.1016g
000 n11.91341.1158g
000 n11.91342.1004g
000 n11.91342.1146g
000 n11.91343.1134g
648 n11.91343.1137r 28888 blocks
643 n12.91343.1626r 24954 blocks
000 n11.91344.1123g
000 n11.91345.1111g
000 n11.91346.1059g Dust storm
701 n11.91346.1102r 43453 blocks
000 n11.91347.1047g
000 n11.91348.1035g
000 n11.91348.1217g
000 n11.91349.1023g
000 n11.91349.1205g
000 n11.91350.1011g
000 n11.91350.1153g
000 n11.91351.0959g
000 n11.91351.1141g
000 n11.91352.1129g
000 n11.91353.1118g
000 n11.91354.1106g
000 n11.91355.1054g
649 n11.91355.1057r 42830 blocks
000 n11.91356.1042g
000 n11.91356.1224g
000 n11.91357.1030g
000 n11.91357.1212g
000 n11.91358.1018g
000 n11.91358.1200g
702 n12.91359.0436r 43084 blocks
000 n11.91359.1006g DUST STORM in KUWAIT
000 n11.91359.1148g
703 n12.91359.1551r 44107 blocks
000 n11.91360.1136g
000 n11.91361.1124g
000 n11.91362.1112g
000 n11.91363.1101g
000 n11.91364.1049g
000 n11.91365.1037g
000 n11.91365.1219g
END OF LISTKuDA Aircraft Data | Earth Observing Laboratory
The airbourne studies were begun by the United Kingdom's Meteorological office when they traveled to Bahrain with their C-130 aircraft and made eight flights that made measurements in the plume at different points along its axis. The NCAR Electra and University of Washington Corvair continued these measurements with a much more extensive array of instruments. A German aircraft, a Piper Navajo, was also making measurements at that time with a more abbreviated set of instruments. A follow on study was conducted by the Battelle G-1 supported by the department of Energy in July 1991.
ISFS at SAVANT
Locations
A complete list of sensors, with serial numbers and locations+orientations determined using a Leica Multistation (laser theodolite) is available on our wiki page (copied below). (These locations are within a few cm relative accuracy, but coarse absolute in both position and orientation and x=0,y=0 is approximately 40.211578, -88.410728, or UTM 16N 379951.119 E 4452195.001 N.)
Briefly, there were 4 primary tower sites, init (where drainage flow was thought would initiate), rel (where artificial fog was released), uconv (the upper location where there was convergent flow from a side gully), and lconv (the next lower convergence zone with a side gully). All 4 locations had a multi-level flux profile tower, either 10m or 20m tall, placed in approximately the center of the gully. rel, uconv, and lconv also had short towers about 8m on either side of their main tower to check for horizontal homogeneity across the gully flow. In addition, there were 6 sites (P1--P6) with just a barometer, in the region surrounding the gully, to determine the pressure field.
| dsm:port | did | sid | sensor | SN |
x (Easting m) |
y (Northing m) | z (MSL m) | azimuth (deg) | pitch (deg) | roll (deg) |
|---|---|---|---|---|---|---|---|---|---|---|
| initb:/dev/ttyUSB2 | 1 | 2 | Gill 2D sonic | 36.4 | ||||||
| initb:/dev/ttyUSB0 | 1 | 4 | TRH.0.2m | 17.41 | -4.69 | 217.24 | ||||
| initb:/dev/ttyUSB1 | 1 | 10 | CSAT3A+EC150 (EC100).1.5m | P1003; 1276; 1312 | 15.88 | -6.73 | 218.44 | 36.3 | -0.02 | NA |
| initb:/dev/ttyUSB3 | 1 | 12 | TRH.1.5m | 17.44 | -4.63 | 218.45 | ||||
| initb:/dev/ttyUSB4 | 1 | 30 | CSAT3A (EC100).3.0m | 2035; 1814 | 15.88 | -6.72 | 219.76 | 36.8 | -0.69 | 0.86 |
| initb:/dev/gps_pty0 | 1 | 1000 | GPS | |||||||
| initb:/dev/ttyUSB8 | 1 | 1020 | Power Monitor | |||||||
| initm:/dev/ttyUSB0 | 3 | 40 | CSAT3.4.5m | 0540 | 15.60 | -7.11 | 221.00 | 36.3 | 1.20 | -1.19 |
| initm:/dev/ttyUSB2 | 3 | 42 | TRH.4.5m | 17.42 | -4.63 | 221.01 | ||||
| initm:/dev/ttyUSB1 | 3 | 60 | CSAT3A+EC150 (EC100).6.0m | 20454?; 1433; 1817 | 15.90 | -6.71 | 222.32 | 36.1 | -0.29 | -0.86 |
| initm:/dev/ttyUSB6 | 3 | 100 | CSAT3.10m | 0800 | 15.60 | -7.11 | 225.78 | 36.3 |
0.51 |
-0.61 |
| initm:/dev/ttyUSB7 | 3 | 102 | TRH.10m | 17.42 | -4.63 | 225.73 | ||||
| initm:/dev/ttyUSB8 | 3 | 1020 | Power Monitor | |||||||
| initm:/dev/gps_pty0 | 3 | 1000 | GPS | |||||||
| rel1:/dev/ttyUSB0 | 11 | 2 | Gill 2D sonic | 105.7 | ||||||
| rel1:/dev/ttyUSB2 | 11 | 4 | TRH.0.2m | TRH28 | 313.62 | 18.71 | 214.28 | |||
| rel1:/dev/gps_pty0 | 11 | 1000 | GPS | |||||||
| rel1:/dev/ttyUSB1 | 11 | 1110 | CSAT3A (EC100).1.5m.aux1 | 309.87 | 15.02 | 215.60 | 106.94 | 0.14 | -0.24 | |
| rel1:/dev/ttyUSB3 | 11 | 1112 | TRH.1.5m.aux1 | 312.37 | 14.24 | 215.60 | ||||
| rel1:/dev/ttyUSB7 | 11 | 0x8000 | NR01+soils.c (corn) |
mote32 NR24; TS32; HF23/HF14; QS15/QS14(Teardown); TP28 |
||||||
| rel2:/dev/ttyUSB0 | 12 | 10 | CSAT3A+EC150 (EC100).1.5m | 2046; 1389;1702 | 311.03 | 19.39 | 215.50 | 105.44 | -1.09 | 1.34 |
| rel2:/dev/ttyUSB2 | 12 | 12 | TRH.1.5m | 313.55 | 18.71 | 215.48 | ||||
| rel2:/dev/ttyUSB6 | 12 | 14 | Nanobarometer.1.5m | |||||||
| rel2:/dev/ttyUSB4 | 12 | 30 | CSAT3A (EC100).3.0m | P1005; 1800 | 311.03 | 19.40 | 216.78 | 105.73 | -0.27 | 1.14 |
| rel2:/dev/gps_pty0 | 12 | 1000 | GPS | |||||||
| rel2:/dev/ttyUSB3 | 12 | 1212 | TRH.1.5m.aux2 | 312.17 | 23.90 | 215.72 |
|
|||
| rel2:/dev/ttyUSB5 | 12 | 1214 | CSAT3.1.5m.aux2 |
309.74 |
24.55 | 215.80 | 103.49 | -0.31 | -1.75 | |
| relm:/dev/ttyUSB0 | 13 | 40 | CSAT3.4.5m | 0536 | 310.59 | 19.53 | 218.12 | 105.62 | 0.74 | -0.46 |
| relm:/dev/ttyUSB2 | 13 | 42 | TRH.4.5m | 313.55 | 18.70 | 218.12 | ||||
| relm:/dev/ttyUSB1 | 13 | 60 | CSAT3A+EC150 (EC100).6.0m | 1009; 1387; 1700 | 311.04 | 19.41 | 219.40 | 105.78 | -0.31 | 0.56 |
| relm:/dev/ttyUSB4 | 13 | 80 | CSAT3.8.5m | 0538 | 310.60 | 19.54 | 221.19 | 106.01 | 0.81 | -0.98 |
| relm:/dev/ttyUSB5 | 13 | 82 | TRH.8.5m | 313.55 | 18.69 | 221.18 | ||||
| relm:/dev/ttyUSB6 | 13 | 100 | CSAT3.10m | 0537 | 310.60 | 19.54 | 223.18 | 106.03 | 0.99 | -1.22 |
| relm:/dev/gps_pty0 | 13 | 1000 | GPS | |||||||
| relt:/dev/ttyUSB0 | 14 | 150 | CSAT3.15m | 0677 | 310.59 | 19.53 | 227.52 | 105.31 | 0.28 | -1.40 |
| relt:/dev/ttyUSB2 | 14 | 152 | TRH.15m | 313.55 | 18.70 | 227.47 | ||||
| relt:/dev/ttyUSB1 | 14 | 200 | CSAT3A+EC150 (EC100).20m | P1006; 13286?; 1704 | 311.04 | 19.42 | 231.67 | 105.27 | -1.95 | -0.18 |
| relt:/dev/ttyUSB3 | 14 | 202 | TRH.20m | 313.55 | 18.68 | 231.68 | ||||
| relt:/dev/ttyUSB4 | 14 | 204 | Nanobarometer.20m | 123998 | ||||||
| relt:/dev/gps_pty0 | 14 | 1000 | GPS | |||||||
| relt:/dev/ttyUSB8 | 14 | 1020 | Power Monitor | |||||||
| relt:/dev/ttyUSB5 | 14 | 0x8000 | NR01.20m | NR26 | ||||||
| uconv1:/dev/ttyUSB2 | 21 | 2 | Gill 2D sonic |
1422017 1536012 replaced with 1335016 on 23 Oct |
131 | |||||
| uconv1:/dev/ttyUSB0 | 21 | 4 | TRH.0.2m | 460.30 | -48.67 | 212.53 | ||||
| uconv1:/dev/gps_pty0 | 21 | 1000 | GPS | |||||||
| uconv1:/dev/ttyUSB8 | 21 | 1020 | Power Monitor | |||||||
| uconv1:/dev/ttyUSB1 | 21 | 1110 | CSAT3A (EC100).1.5m.aux1 | 454.06 | -52.34 | 213.87 | 130.15 | 0.14 | 0.16 | |
| uconv1:/dev/ttyUSB3 | 21 | 1112 | TRH.1.5m.aux1 | 456.06 | -54.03 | 213.86 | ||||
| uconv2:/dev/ttyUSB0 | 22 | 10 | CSAT3A+EC150 (EC100).1.5m | P1010; 1467; 1818 | 458.32 | -46.94 | 213.64 | 131.19 | -0.23 | -0.01 |
| uconv2:/dev/ttyUSB2 | 22 | 12 | TRH.1.5m | 460.30 | -48.66 | 213.71 | ||||
| uconv2:/dev/ttyUSB4 | 22 | 30 | CSAT3A (EC100).3.0m | 2036; 1822 | 458.32 | -46.95 | 215.01 | 131.12 | -0.48 | 0.86 |
| uconv2:/dev/gps_pty0 | 22 | 1000 | GPS (currently disabled) | |||||||
| uconv2:/dev/ttyUSB1 | 22 | 1210 | CSAT3A (EC100).1.5m.aux2 | 462.03 | -40.77 | 213.75 | 131.80 | -0.03 | -0.48 | |
| uconv2:/dev/ttyUSB3 | 22 | 1212 | TRH.1.5m.aux2 | 463.98 | -42.50 | 213.75 | ||||
| uconv2:/dev/ttyUSB7 | 22 | 0x8000 | NR01+soils.g (grass) |
mote31 NR25; TS30/TS23?(Teardown); HF17; QS29; TP33 |
||||||
| uconvm:/dev/ttyUSB0 | 23 | 40 | CSAT3.4.5m | 0855 | 457.96 | -46.65 | 216.29 | 130.56 | 0.22 | 0.17 |
| uconvm:/dev/ttyUSB2 | 23 | 42 | TRH.4.5m | 460.30 | -48.66 | 216.25 | ||||
| uconvm:/dev/ttyUSB1 | 23 | 60 | CSAT3A+EC150 (EC100).6.0m | 2037; 1385; 1813 | 458.30 | -46.96 | 217.81 | 130.62 | 0.03 | 0.92 |
| uconvm:/dev/ttyUSB6 | 23 | 100 | CSAT3.10m | 1120 | 457.97 | -46.63 | 221.04 | 131.29 | 0.86 | -1.71 |
| uconvm:/dev/ttyUSB7 | 23 | 102 | TRH.10m | 460.27 | -48.68 | 221.08 | ||||
| uconvm:/dev/gps_pty0 | 23 | 1000 | Power Monitor | |||||||
| uconvm:/dev/ttyUSB8 | 23 | 1020 | GPS | |||||||
| lconv1:/dev/ttyUSB2 | 31 | 2 | Gill 2D sonic | 52.5 | ||||||
| lconv1:/dev/ttyUSB0 | 31 | 4 | TRH.0.2m | 593.46 | -132.97 | 211.19 | ||||
| lconv1:/dev/gps_pty0 | 31 | 1000 | GPS | |||||||
| lconv1:/dev/ttyUSB1 | 31 | 1110 | CSAT3A+EC150 (EC100).1.5m.aux1 | 589.40 | -139.21 | 212.56 | 51.63 | 0.16 | 1.01 | |
| lconv1:/dev/ttyUSB3 | 31 | 1112 | TRH.1.5m.aux1 | 591.46 | -137.59 | 212.56 | ||||
| lconv2:/dev/ttyUSB0 | 32 | 10 | CSAT3A (EC100).1.5m | P1008; 1388; 1694 | 591.41 | -134.54 | 212.43 | 51.58 | -0.22 | 0.04 |
| lconv2:/dev/ttyUSB2 | 32 | 12 | TRH.1.5m | 593.46 | -132.97 | 212.44 | ||||
| lconv2:/dev/ttyUSB6 | 32 | 14 | Nanobarometer.1.5m | |||||||
| lconv2:/dev/ttyUSB4 | 32 | 30 | CSAT3A (EC100).3.0m | P1001; 1810 | 591.39 | -134.56 | 213.61 | 52.31 | -0.51 | 0.52 |
| lconv2:/dev/gps_pty0 | 32 | 1000 | GPS | |||||||
| lconv2:/dev/ttyUSB1 | 32 | 1210 | CSAT3A (EC100).1.5m.aux2 | 2044->2045 on 27 Oct | 593.35 | -129.90 | 212.61 | 49.54 | -0.22 | -1.14 |
| lconv2:/dev/ttyUSB3 | 32 | 1212 | TRH.1.5m.aux2 | 595.35 | -128.21 | 212.60 | ||||
| lconv2:/dev/ttyUSB7 | 32 | 0x8000 | NR01+soils.b (soybeans) |
mote21 TS26; Q33; HF01; TP29 |
||||||
| lconvm:/dev/ttyUSB0 | 33 | 40 | CSAT3.4.5m | 1119 | 591.01 | -134.83 | 214.98 | 52.78 | 0.65 | -0.69 |
| lconvm:/dev/ttyUSB2 | 33 | 42 | TRH.4.5m | 593.47 | -132.97 | 214.97 | ||||
| lconvm:/dev/ttyUSB1 | 33 | 60 | CSAT3A+EC150 (EC100).6.0m | P1002; 1384; 1696 | 591.38 | -134.56 | 216.30 | 52.57 | -0.59 | 0.45 |
| lconvm:/dev/ttyUSB4 | 33 | 80 | CSAT3.8.5m | 0853 | 591.00 | -134.82 | 218.11 | 53.02 | 0.58 | -0.87 |
| lconvm:/dev/ttyUSB5 | 33 | 82 | TRH.8.5m | 593.47 | -132.98 | 218.10 | ||||
| lconvm:/dev/ttyUSB6 | 33 | 100 | CSAT3.10m | 0678 | 591.00 | -134.82 | 220.11 | 53.14 | 0.74 | -0.15 |
| lconvm:/dev/gps_pty0 | 33 | 1000 | GPS | |||||||
| lconvm:/dev/ttyUSB8 | 33 | 1020 | Power Monitor | |||||||
| lconvt:/dev/ttyUSB0 | 34 | 150 | CSAT3.15m | 1124 | 591.00 | -134.81 | 224.40 | 52.87 | 0.96 | -1.30 |
| lconvt:/dev/ttyUSB2 | 34 | 152 | TRH.15m | 593.42 | -133.02 | 224.45 | ||||
| lconvt:/dev/ttyUSB1 | 34 | 200 | CSAT3A+EC150 (EC100).20m | 2031; 1277; 1313 | 52.31 | -1.44 | -0.17 | |||
| lconvt:/dev/ttyUSB3 | 34 | 202 | TRH.20m | 593.50 | -132.99 | 228.60 | ||||
| lconvt:/dev/ttyUSB4 | 34 | 204 | Nanobarometer.20m | 122850 | ||||||
| lconvt:/dev/gps_pty0 | 34 | 1000 | GPS | |||||||
| lconvt:/dev/ttyUSB8 | 34 | 1020 | Power Monitor | |||||||
| lconvt:/dev/ttyUSB5 | 34 | 0x8000 | NR01.20m | NR2783 | ||||||
| p1:/dev/ttyUSB0 | 41 | 158 | PTB220 | 50610003 | ||||||
| p1:/dev/gps_pty0 | 41 | 1000 | GPS | |||||||
| p1:/dev/ttyUSB8 | 41 | 1020 | Power Monitor | |||||||
| p2:/dev/ttyUSB0 | 42 | 158 | PTB220 | NCAR0001 | ||||||
| p2:/dev/gps_pty0 | 42 | 1000 | GPS | |||||||
| p2:/dev/ttyUSB8 | 42 | 1020 | Power Monitor | |||||||
| p3:/dev/ttyUSB0 | 43 | 158 | PTB220 | 4110001 | ||||||
| p3:/dev/gps_pty0 | 43 | 1000 | GPS | |||||||
| p3:/dev/ttyUSB8 | 43 | 1020 | Power Monitor | |||||||
| p4:/dev/ttyUSB0 | 44 | 158 | PTB220 | 50610001 | ||||||
| p4:/dev/gps_pty0 | 44 | 1000 | GPS | |||||||
| p4:/dev/ttyUSB8 | 44 | 1020 | Power Monitor | |||||||
| p5:/dev/ttyUSB0 | 45 | 158 | PTB220 | 4110003 | ||||||
| p5:/dev/gps_pty0 | 45 | 1000 | GPS | |||||||
| p5:/dev/ttyUSB8 | 45 | 1020 | Power Monitor | |||||||
| p6:/dev/ttyUSB0 | 46 | 158 | PTB220 | 4110004 | ||||||
| p6:/dev/gps_pty0 | 46 | 1000 | GPS | |||||||
| p6:/dev/ttyUSB8 | 46 | 1020 | Power Monitor |
General Comments
There was a lot of animal (mouse, rabbit, deer) activity during this experiment, which primarily impacted deployment of the PI's DTS fiber-optic temperature sensing system. ISFS cables that were not our green cable (ethernet and soil sensors) suffered some damage. We learned to encase these in hard plastic sleeves, but not before loosing some data.
Power was the biggest issue for our system. ISFS used solar power at all sites, but field staff were kept busy reconfiguring these power systems to provide adequate power for each of the heavily-instrumented towers. After extensive testing both in the field and later in the lab, it appears that the charge controllers were not optimal for the batteries we were using. This combination of controller and battery had been used successfully by ISFS for over a decade, but may never have been pushed to this extreme of poor solar input (cloudy, in the fall), and large load. (ISFS has since changed to a MPPT charge controller and LiPO batteries.) As a result, several hours of night-time (primarily early-morning) data often were lost at individual towers. Fortunately, most of these outages did not overlap with project IOPs.
Events
16 Sep: Operations started
25 Sep, 9PM: gust front came through site
2 Oct: Sensor cleaning and gravimetric soil sampling
7 Oct: More soil cores (after heavy rain the day before)
11 Oct: corn harvested
13 Oct: cleaned sensors
19-20 Oct: soybeans harvested
22 Oct: cleaned sensors
24 Oct: took soil samples
15 Nov: Operations end
Sensors
Radiometer
NR01 integrated 4-component radiometers were used to measure the 3 dominant land cover types: corn (.c), soybeans (.b), and grass (.g, in the gully). These were mounted on our camera tripods at approx 2.2m (corn), 1.5m (soybeans), and 0.7m (grass), to obtain a reasonable footprint, though the corn sensor probably ended up below the corn tassels. These sensors worked as expected and no data quality issues were noted, however data have been removed when our leaf wetness sensor indicated moisture on the surface. Specific notes:
nr01.20m.rel mote cable became disconnected. Fixed 23 Sep.
Hukseflux NR01 Issue First Documented Wed, Dec 23, 2020.
An error was discovered in the NR01 radiometer measurements. Coefficients provided by the manufacturer and unique to each sensor were swapped for the Rsw.out (outgoing shortwave radiation) and Rpile.in (radiant heat within the radiometer dome) parameters. This also affects the derived parameters Rlw.in (incoming longwave radiation) and Rsum (the total of all 4 components) - refer to https://www.eol.ucar.edu/node/1935 for the calculation. The plot below is a test example from the CHEESEHEAD campaign with the upper left Rsw.out and upper right Rlw.in before correction, and the bottom row after correcting for this switch.

Sensors with serial numbers greater than 14 are affected and require correction, i.e. apply the correct coefficients for Rsw.out and Rpile.in parameters and update the measured values, including derived Rlw.in and Rsum. Refer to the Table below for a list of the site, associated NR01 serial number, and whether corrections are required.
These measurements have been corrected for the 5-minute averaged data files (now version 2.0), and are available at the EOL Field Data Archive: https://doi.org/10.26023/NKWR-EYWS-5J0W
| Site | NR01 Serial Number |
Requires Coeffient Correction? |
|---|---|---|
| Rel - corn | 24 | Yes |
| Rel - 20 m | 26 | Yes |
| Uconv - grass | 25 | Yes |
| Lconv - soybeans | 29 | Yes |
| Lconv - 20 m | 19 | Yes |
2-D Sonic anemometer
Gill WindObservers were deployed upside-down ("flipped") to measure wind speed close to the surface (0.2m). Mounting upside down allowed water to enter the connector of the sensor at uconv, which caused us to lose some data. We also had to write new code to accommodate this orientation. Also, due to the inverted orientation of the Gills we were unable to accurately measure their azimuth with the Multistation, instead relying on averaging the azimuths of the above 3D sonics to estimate orientation.
- 0.2m.init needed DSM power cycle 20 Oct
- 0.2.uconv needed to be replaced due to corrosion on 23 Oct
3-D Sonic anemometer
CSAT3AW sonic anemometers were used for turbulence measurements on all gully towers. Some reported a poor sonic signal. It was determined that a factory quality parameter was set too tight. Adjusting this parameter solved this issue. The missing data cannot be recovered. Specific notes:
- csat.10m.uconv had bad data rate until reconfigured 20 Sep. The data before this point has been removed.
- csat.6m.init dead on 21 Sep.
- csat.1.5m.rel died 24 Sep., fixed 27 Sep. with parameter change
- csat.15m.rel needed DSM reset on 8 Oct
- csat.10m.rel needed new cable on 8 Oct
- csat.1.5m.a2.lconv was down during the day of 20 Oct, but restarted itself
- csat.3m.lconv was down, but fixed itself on 26 Oct
- csat.1.5m.lconv.a2 intermittent, replaced on 27 Oct
- csat.1.5m.uconv2 intermittent, fixed itself 1 Nov (should be lconv??)
- csat.1.5m.lconv.a2 ec100 replaced on 2 Nov
H2O/CO2 IRGA
CSAT EC-150 infrared absorption gas analyzers were used for H2O and CO2. Field staff noted very large CO2 values at night early in the project, as respired air built up in the gully, that probably are real. These sensors did have some short-duration resets that may have been related to power availability. Also, frequent dew formation at night caused readings to be overly high. In the 5-minute averages, we have not removed data based on wetness sensor values, but could do so in the future. For the high-rate data files, we have implemented a filter removing data when the 5min average h2o deviates by more than 2 g/kg from the mean of the TRH H2O values. This conservative filter still has some values that clearly are not correct, especially as the dew forms. Finally, some obvious spikes in Pirga were removed by imposing a lower limit.
Specific notes:
- ec150.1.5m.lconv had a bad EC100 configuration (only CSAT) until 20 Sep.
TRH
Each tower used NCAR temperature/relative humidity sensors for vertical profiles. This version had housings in which the fans were direct connected to the power line (the old fan controller electronics were removed, i.e.. "bypassed"). This makes it difficult to know when a fan dies, which did happen several times during the project. Some specific notes:
- trh.0.2m.rel had a loose SHT sensor that was fixed 19 Sep. The data have been removed before then.
- trh.10m.init also had a loose SHT sensor that was fixed 20 Sep. The data have been removed before then.
- trh.15m.lconv and trh.20m.lconv SHT sensors weren't installed until 20 Sep.
- trh.8.5m.rel dead until RS232/485 jumpering changed on 23 Sep.
- trh.4.5m.rel noisy fan replaced 29 Sep. No data issues were identified before this.
- trh.0.2m.init needed DSM reboot on 12 Oct. A small period of trh.1.5m.init data was removed after this.
- trh.15m.rel had several periods of bad RH until 6 Oct. Multiple periods have been removed.
- trh.15m.rel replaced housing with noisy fan 17 Oct.
- trh.10m.uconv fan died sometime around 31 Oct. The housing was replaced on 3 Nov. and a couple of hours of data have been removed on 31 Oct. We could not justify removing any additional data during this period.
- trh.20m.rel housing replaced on 3 Nov. No data issues were identified before this.
- trh.4.5m.uconv housing replaced on 4 Nov, but the fan could have been bad since 1 Nov. We could only justify removing a period of data from 05-15 CST on 2 Nov. This temperature had been noted as running a bit high (warmest on the tower each day) since the beginning of the campaign, but this had not been consistent around the time of the fan's failure.
- 7 Nov: many fans seem to be running rough, but no spares were available.
- trh.0.2m.rel fan failed around 4 Nov. and was swapped with trh.1.5m.aux2 on 7 Nov. These data have been removed. Aux2 data has not been removed, as the fan was revived after switch.
- trh.1.5m.init housing was replaced due to bad fan on 10 Nov., however we could not determine when the fan failed and could not justify removing any data prior to this point.
- trh.20m.rel was replaced again on 11 Nov. due to a bad fan. Temps were very high after 6 Nov. so we have removed this period from the TRH data.
- trh.8.5m.rel was bad after 23 Nov. and has been removed.
- trh.4.5m.init had a bad RH between 22-24 Nov. and has been removed.
- trh.20m.rel and trh.15m.rel both showed bad RH values between 25-27 Nov. that have been removed.
Soil sensors
Our standard set of soil sensors were used to measure the top 5cm of soil at each of the radiometer sites.
All soybean soil sensors were disconnected on 18--20 Oct for harvesting operations.
Tsoil: NCAR soil temperature profiles were used to measure 4 levels from 0--5cm depth.
- Tsoil.1.9cm.g had problems of an unidentified origen throughout the campaign and have been removed from the dataset.
- All 4 tsoil depths in the grass (uconv gully) were bad until 23 Sep. The period before this has been removed.
Qsoil: Decagon (now METER) EC-5 soil moisture probes were deployed at 5cm (having learned that 2.5cm was too high). These were periodically checked by taking gravimetric soil moisture readings.
- Qsoil.b starts reading over 100% on Oct 6. These data remain in the dataset, but look suspicious in early Oct.
- Qsoil.c becomes a fuzzy after mid Oct. These data have not been removed because their values do look reasonable, but should be used with caution.
- Qsoil.b goes bad, showing values below 0 after 26 Oct. All data after this point have been removed.
Gsoil: REBS heat flux plates were deployed at 5cm to measure the soil heat flux, that will be corrected to a surface value using the Tsoil and TP01 data. These worked as expected and no data issues were identified.
TP01: Hukseflux TP01 soil thermal properties probes were deployed at 2.5cm to determine the heat capacity. These worked as expected and no data issues were identified.
Barometer
A mix of 4 different types of sensors were deployed, listed here in decreasing order of accuracy:
- Paroscientific nanobarometers at 1.5m & 20m.rel and 1.5m and 20m.lconv.
- Vaisala PTB220 digital barometers at P1-6
- Vaisala PTB110 analog barometers internal to the Campbell EC150 H2O/CO2 analyzers at 1.5m, 6m, &20m.rel and 1.5m, 6m, and 20m.lconv
- Solid-state barometers internal to the Campbell EC150 H2O/CO2 analyzers at 1.5m &6m.init and 1.5m &6m.uconv
The nanobarometers were connected to All-Weatther quad-disk probes and appeared to work normally.
The PTB220 barometers were connected to our PAM single-disk pressure ports at each of the 6 outlying pressure sites. All pressure sensors worked as expected. The only issue was when the P6 pressure tubing was found disconnected and fixed on 11 Nov. We were unable to determine precisely when this occurred, however we suspect it happened around 05 CDT on 26 Oct. We have removed a few outliers in the data between this time and 12 CDT on 11 Nov., but are not confident enough to justify removing all of the data during this period. Thus these data should be used with caution.
Both the PTB110 and solid-state barometers are not really intended as primary pressure sensors, they are present so that the EC150 can compute air density for use in the calculation of gas density. Hence, our labeling of these data as "Pirga", rather than "P". Their inlet is a sintered metal frit on the bottom of the EC150's electronics box, surrounded by cables. Adjustments (e.g. bias correction, despiking) may be necessary to use these data,
SAVANT Data Submission Instructions (Post Field)