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What does this talk have to do with MARGINS (I ask myself)? Ash results from Explosive Volcanism Explosions start from Gas escaping magma--CPB magmas carry as much as 10X more gas than other magmas! - PowerPoint PPT Presentation
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What does this talk have to do with MARGINS (I ask myself)?Ash results from Explosive VolcanismExplosions start from Gas escaping magma--CPB magmas carry as much as 10X more gas than other magmas!Gas escape from CPB explosive eruptions is up to two orders of magnitude more that erupted magma volumes would suggestPyroclastic flows, which create most of the fine ash, are much more common in CPB eruptionsKilauea Puu Oo
MARGINS, San Jos, Costa Rica June 22, 2007William I RoseMichigan Tech UnivHoughton, MI 49931 USA
The formation, fate and hazards of fine volcanic ash
AcknowledgmentsAsh collectors of distal ash samples are few and far between. Here are several vital sources:Sam Bonis for Guatemalan tephra. Andrei Sarna-Wocjicki for Mount St Helens. Game McGimsey for Cook Inlet volcanoes. Nick Varley for Colima. Joop Varekamp and Jim Luhr for El Chichn.Lab facilities access and enthusiastic critical help: Komar Kawatra, Costanza Bonadonna, Clare Horwell, Alain VolentikStudents (who really did the work): Adam Durant, Colleen Riley, Jason Evans, Sebastien DartevelleHelpful participants in data discussions : Raymond Shaw, Steve Self, Gerald Ernst, Jackie Huntoon, Jocelyn McPhieMiscellaneous vital help, mainly technical: Chris R Copeland, Owen Mills, Ken Wohletz, Simon Blott, Steve Boreham and Chris Rolfe Institutional Help: Cambridge University, Univ South Florida, USGS, Michigan TechFinances: US National Science Foundation
New Laser diffraction data on distal/fine ashfall samples from 10 - >1000 km distance, mainly collected as they fell:
VolcanoMagmaStyleVEIDates
Fuego Basalt subplinian 2- 41973-74San Miguel Basalt strombolian?11970SpurrAndesitesubplinian 3-41992ColimaAndesitepeleean/1-3?2000-2006RedoubtAndesitepeleean2-31989-90AugustineAndesitepeleean2-41986PinatuboAndesite plinian61991El ChichnTrachyandesite plinian 51982St HelensDaciteplinian51980SantiaguitoDacitepeleean1-21968-2006Bruneau-JRhyoliteplinian811 ma
Volcanic Clouds- the home of fine ash and a domain of both volcanology and meteorologyRapid fallout of coarse particles (30min)Clouds and precipitationVolcanic Clouds and ashfallHydrometeors important in both clouds and VCCCN abundant in VC, rare in cloudsCloud glaciation early (-18 C)VC have many small icy particles that form during cloud ascent and sublimate.Clouds, especially vertically developed ones, develop larger hydrometeors.VC can become quite heavy with a load of fine particles--sinks as a whole
VF 74-103 17 Oct 1974 Fuego.This distal fall has only a very minor coarse mode, with a dominant mode at 5 .
Sieve rangeLaser diffraction expands the range of precise GSD work to submicron diameters.
Chart1
0
0
0.1364367845
1.0530253109
2.082472825
1.8992295527
0.9060321419
0.0708801829
0.7451341756
2.9148447635
6.0092021823
8.7596194874
9.8463622854
9.7939177877
8.9605117845
8.1054446278
7.2245648744
6.6559384219
6.1432717842
5.4020096238
4.4180248942
3.334101832
2.9051966207
1.9588741005
0.6749039561
0
1
10
100
1000
Particle Diameter (mm)
Particle Diameter (f)
Class Weight (%)
Information
GRADISTAT
Version 4.0
A Grain Size Distribution and Statistics Package for the Analysis of
Unconsolidated Sediments by Sieving or Laser Granulometer
Surface Processes and Modern Environments Research Group
Department of Geology
Royal Holloway
University of London
Egham
Surrey TW20 0EX
E-mail: [email protected]
Tel/Fax: +44 (0)1784 414168
Instructions on the Use of the GRADISTAT Program
The development of this program was inspired by Dave Thornley and John Jack at the Postgraduate Research Institute for Sedimentology at the University of Reading, UK, and the Department of Geology at Royal Holloway University of London, UK. It is provided in Microsoft Excel format to allow both spreadsheet and graphical output. The program is best suited to analyse data obtained from sieve or laser granulometer analysis. The user is required to input the mass or percentage of sediment retained on sieves spaced at any intervals, or the percentage of sediment detected in each bin of a Laser Granulometer. The following sample statistics are then calculated using the Method of Moments in Microsoft Visual Basic programming language: mean, mode(s), sorting (standard deviation), skewness, kurtosis, D10, D50, D90, D90/D10, D90-D10, D75/D25 and D75-D25. Grain size parameters are calculated arithmetically and geometrically (in microns) and logarithmically (using the phi scale) (Krumbein and Pettijohn, 19381; Table 1). Linear interpolation is also used to calculate statistical parameters by the Folk and Ward (1957)2 graphical method and derive physical descriptions (such as very coarse sand and moderately sorted). The program also provides a physical description of the textural group which the sample belongs to and the sediment name (such as fine gravelly coarse sand) after Folk (1954)3. Also included is a table giving the percentage of grains falling into each size fraction, modified from Udden (1914)4 and Wentworth (1922)5 (see Table 2). In terms of graphical output, the program provides graphs of the grain size distribution and cumulative distribution of the data in both metric and phi units, and displays the sample grain size on triangular diagrams. Samples may be analysed singularly, or up to 250 samples may be analysed together.
The program is ideal for the rapid analysis of sieve data and is freely available from the author at the above address. Please note that the copyright for the program is held by author, and any distribution or use of the program should be acknowledged to him.
S. Blott October 2000
1Krumbein, W.C. and Pettijohn, F.J. (1938) Manual of Sedimentary Petrography. Appleton-Century-Crofts, New York.
2Folk, R.L. and Ward, W.C. (1957) Brazos River bar: a study in the significance of grain size parameters. Journal of Sedimentary Petrology, 27, 3-26.
3Folk, R.L. (1954) The distinction between grain size and mineral composition in sedimentary-rock nomenclature. Journal of Geology, 62, 344-359.
4Udden, J.A. (1914) Mechanical composition of clastic sediments. Bulletin of the Geological Society of America, 25, 655-744.
5Wentworth, C.K. (1922) A scale of grade and class terms for clastic sediments. Journal of Geology, 30, 377-392.
Single Sample Analysis
1. Switch to the "Single Sample Data Input" sheet if it is not already active. Enter the aperture sizes of the sieves or Laser Granulometer bins used in the analysis into the cells in column B. Sizes may be entered either in ascending or descending numerical order. For convenience, you can click on one of the standard sieve or Laser Granulometer size intervals and GRADISTAT will enter the size classes for you. Any non-standard sieve sizes can be used, although some of the statistics may not be calculated if you have not used sieves with at least whole phi intervals. See the section below if the sample contains unanalysed sediment, such as material retained in the pan after sieving. At least one size class larger than the largest particles in the sample should also be entered. A large area to the right of the data columns is provided for the cut and paste of data from other spreadsheets, such as the import of Laser Granulometer data.
2. Enter the weight or percentage of sample beside each size class in column C. When you have finished, make sure there are no data further down the spreadsheet which could cause an error. The program will accept data down to row 230.
3. Enter the sample identity, analyst, date and initial sample weight (optional) at the top of the "Single Sample Data Input" sheet.
4. Click the "Calculate Statistics" button and wait a few moments for the program to finish running. When the dialog box appears, click "OK".
5. The results are summarised on the "Single Sample Statistics" sheet, which includes a distribution histogram of the sample. Select "Print..." from the file menu to print the Summary Statistics page. The data is also shown on triangular diagrams on the "Gravel Sand Mud" and "Sand Silt Clay" sheets. Further cumulative and distribution plots are given on other sheets.
Multiple Sample Analysis
1. Switch to the "Multiple Sample Data Input" sheet. Enter the aperture sizes of the sieves or Laser Granulometer bins used in the analysis into the cells in column B. The aperture sizes must be the same for all the samples. Sizes may be entered either in ascending or descending numerical order. For convenience, you can click on one of the standard sieve or Laser Granulometer size intervals and GRADISTAT will enter the size classes for you. Any non-standard sieve sizes can be used, although some of the statistics may not be calculated if you have not used sieves with at least whole phi intervals. See the section below if samples contain unanalysed sediment, such as material retained in the pan after sieving. At least one size class larger than the largest particles in the sample should also be entered.
2. Enter the weight or percentage of sample in column C onwards. Make sure there are no data further down the spreadsheet which could cause an error. The program will accept data down to row 230.
3. Enter the sample identity, analyst, date and initial sample weight (optional) in the green cells above each sample listing.
4. If you require a Summary Statistics printout for each sample, select a tick in the option box.
5. Click the "Calculate Statistics" button and wait for the program to finish running (this may take several minutes). GRADISTAT will give a warning if it detects a sample whose combined weight is greater than the given sample weight. Click "OK" when prompted on the dialog boxes.
6. The resulting statistics for all samples are summarised on the "Multiple Sample Statistics" sheet. The data for each sample included in the analysis are also shown on triangular diagrams on the "Gravel Sand Mud" and "Sand Silt Clay" sheets. Cumulative and distribution plots will show the results for the last sample in the analysis. If graphical plots for other samples are required, use separate single sample analyses (above).
Unanalysed Sediment
Occasionally, samples may contain sediment in a size fraction of unspecified size, such as material retained in the pan after sieving. Ideally, the whole size range in a sample should be analysed, and this may require further analysis of sediment remaining in the pan after sieving. The larger the quantity of sediment remaining in the pan, the less accurate the calculation of grain size statistics, with statistics calculated by the Method of Moments being most susceptible. Errors in Folk and Ward parameters become significant only when more than 5% of the sample is undetermined. If the sample contains sediment in the pan the user should do one of the following:
1. Enter the weight or percentage of sample in the pan with a class size of zero (or leave the class size blank). GRADISTAT calculates the statistics assuming all sediment in the pan is larger than 10 f (1 mm). The grain size distribution graphs do not however plot the quantity of sediment in the pan.
2. Enter the weight or percentage of sample in the pan with a class size which the user considers to be the lower size limit of sediment in the pan. GRADISTAT calculates the statistics assuming all sediment in the pan is larger than this value and plots this quantity on the grain size distribution graphs.
The above two options are recommended where there is less than 1% of the sample remaining in the pan.
3. Do not enter the quantity of sediment in the pan at all. GRADISTAT calculates the statistics ignoring the sediment in the pan as if it were not present in the sample. This is recommended where there is more than 1% of the sample remaining in the pan.
Samples containing more than 5% of sediment in the pan should ideally be analysed using a different technique, such as sedimentation or laser granulometry. Great care must however be taken when merging data obtained by different methods.
Graph Scales
The size scale used in graphical plots is dependent upon the range of sizes specified on the sample input sheets: the first and last values provide the extreme values on the graphs. While one size class larger than the largest particles in the sample should be entered, other size classes outside the grain size range of the sample have no influence on the statistical calculations. These classes may be deleted to narrow the size scale on graphs. Note that unused size classes within the size range of the sample should also be deleted, otherwise GRADISTAT assumes that zero sample weight was present in those size classes.
Copyright Simon Blott (2000)
Single Sample Data Input
Single Sample Data Input ScreenEnter your data in the columns below, and then click the "Calculate
Statistics" button. See the "Information" sheet for more information.
Sample Identity:VF-74-103
Analyst:
Date:Auto. add
Initial Sample Weight:(optional)apertures
at:
ApertureClass Weight
(microns)Retained (g or %)
20000
14000
10000
7100.13464
5001.063936
3552.055048
2501.918908
1800.857588
1250.074471
900.705293
632.99559
446.214972
31.18.757624
229.820956
15.69.701094
119.020275
7.788.088584
5.57.219306
3.896.642093
2.756.1388
1.945.430837
1.384.335836
0.973.386764
0.692.851151
0.491.931925
0.350.654313
0.240
CalculateStatistics
Half Phi Intervals
Quarter Phi Intervals
Laser Granulometer
Single Sample Statistics
SAMPLE IDENTITY:VF-74-103ANALYST & DATE:,
SAMPLE TYPE:Bimodal, Very Poorly SortedTEXTURAL GROUP:Mud
SEDIMENT NAME:Coarse Silt
fGRAIN SIZE DISTRIBUTION
MODE 1:26.555.257GRAVEL:0.0%COARSE SAND:1.2%
MODE 2:427.51.247SAND:9.9%MEDIUM SAND:4.0%
MODE 3:MUD:90.1%FINE SAND:0.9%
1.5144.005V FINE SAND:3.8%
12.516.321V COARSE GRAVEL:0.0%V COARSE SILT:14.7%
62.309.368COARSE GRAVEL:0.0%COARSE SILT:19.6%
41.162.339MEDIUM GRAVEL:0.0%MEDIUM SILT:17.1%
60.785.363FINE GRAVEL:0.0%FINE SILT:13.9%
7.8221.591V FINE GRAVEL:0.0%V FINE SILT:11.5%
26.912.967V COARSE SAND:0.0%CLAY:13.3%
METHOD OF MOMENTSFOLK & WARD METHOD
ArithmeticGeometricLogarithmicGeometricLogarithmicDescription
ff
MEAN :41.4611.716.41610.876.524Medium Silt
98.874.6132.2064.8992.292Very Poorly Sorted
4.3190.211-0.211-0.0350.035Symmetrical
23.202.9632.9631.1231.123Leptokurtic
Single Sample Statistics
0
0
0.1364367845
1.0530253109
2.082472825
1.8992295527
0.9060321419
0.0708801829
0.7451341756
2.9148447635
6.0092021823
8.7596194874
9.8463622854
9.7939177877
8.9605117845
8.1054446278
7.2245648744
6.6559384219
6.1432717842
5.4020096238
4.4180248942
3.334101832
2.9051966207
1.9588741005
0.6749039561
0
1
10
100
1000
Particle Diameter (mm)
Particle Diameter (f)
Class Weight (%)
Module1
Multiple Sample Data Input ScreenEnter your data in the columns below, and then click the
"Calculate Statistics" button. Enter Sample Info in the green cells.
ApertureClass Weight Retained (g or %) in Different Samples
(microns)
Sample Identity:GU/S-COI 12/1/96 - AverageGU/S AF 13/11/03 - AverageGU/S AF 17/12/03 - AverageGU/S COI 25/11/94 - AverageGU/S COI 1500-68 - AverageGU/S COI 1500-68 b - AverageGU/S 1116 - AverageGU/S AF-2 12/1/75 b - AverageGU/S AF-1 12/1/75 - AverageGU/S 1501-68 - AverageGU/S 1501-68 b - AverageGU/S-COI 30/11/98 - Average
Analyst:
Date:
Initial Sample Weight:
2000
1400
100000000000000.1596550
7100000000000.027290.9115980
500000000000.1247622.0924593.6491850
3550.0040144.67568100.16618700003.0628867.0773867.1053250.529458
2500.09823812.9938502.3635640000.0655576.4894839.0121158.5956590.854595
1800.07632917.2739321.205015.0301060001.7677118.0541947.5415727.4119830.455526
1250.43035815.7383084.6398257.0281663.9876153.6045573.1602434.1008127.9314255.2852835.3301710.747293
903.03532511.6682468.1238427.74222511.95398411.49576613.1492026.1720866.7756244.4688724.4194442.632942
636.5657128.66972411.5665257.74054416.97402616.64277324.0712027.4207515.6103075.212015.0142775.928417
4410.0528646.97465614.5299597.76102717.51463917.47798126.9308517.8614675.0609216.2742576.0037239.435427
3112.4893735.33708915.9742087.95340514.46424314.71456418.7363957.9670715.0947336.7777136.49995711.869631
2213.1481053.51825814.8197788.1184910.11683310.4733057.4673658.1311595.4231876.6900726.43745912.536753
15.612.1505512.17572711.212698.0955676.4740936.7484921.273928.4175785.8399056.3469326.12843811.572834
1110.1239451.6385126.7645917.7632824.2206754.3444370.0432118.5653856.1670965.9337745.7425829.647779
7.87.8090711.6022723.3112227.0454253.0695943.0832410.6022598.2593656.2323385.4337185.2638247.543366
5.55.7180631.6049481.536185.9177192.459062.4384320.9216167.3257035.8866764.7624624.619135.736241
3.94.1916941.4661981.0043094.6080862.0358812.0330510.7434726.0129125.2315234.0196863.904464.467094
2.763.3139341.251580.9772633.457221.6910931.7176820.5340334.7650614.5031523.3827273.2885413.7471
1.952.8482771.0353990.9935822.612121.3934711.4358130.5066273.7742623.772322.8569742.7815643.327422
1.382.5151490.8455740.9401872.059311.1472021.189580.550533.0414483.0594012.3773752.3263992.95619
0.982.065980.646930.8182241.6187790.9114180.9467280.5119332.3688332.2840671.8170721.7952262.398056
0.691.5699050.4610320.6850581.2618670.7119950.7408480.4006581.7852941.6030871.2820181.2796351.764383
0.491.1530720.3137390.5614660.9930020.5578770.5813990.2894891.3442741.1280580.8822350.8843981.23028
0.350.6124410.1083440.3307730.5771670.311540.3263330.1069930.7496430.5953430.4396340.4409710.610376
0.240.027600.0053060.0867430.0047610.00501700.1036290.0695110.0063640.0063970.008838
0.17
CalculateStatistics
Half Phi Intervals
Quarter Phi Intervals
Laser Granulometer
Auto. addaperturesat:
Multiple Sample Data Input
SAMPLE STATISTICS
ANALYST AND DATE:
SIEVING ERROR:
SAMPLE TYPE:
TEXTURAL GROUP:
SEDIMENT NAME:
METHOD OFMEAN
MOMENTSSORTING
SKEWNESS
KURTOSIS
METHOD OFMEAN
MOMENTSSORTING
SKEWNESS
KURTOSIS
METHOD OFMEAN
MOMENTSSORTING
SKEWNESS
KURTOSIS
FOLK ANDMEAN
WARD METHODSORTING
SKEWNESS
KURTOSIS
FOLK ANDMEAN
WARD METHODSORTING
SKEWNESS
KURTOSIS
FOLK AND
WARD METHOD
(Description)
% GRAVEL:
% SAND:
% MUD:
% V COARSE GRAVEL:
% COARSE GRAVEL:
% MEDIUM GRAVEL:
% FINE GRAVEL:
% V FINE GRAVEL:
% V COARSE SAND:
% COARSE SAND:
% MEDIUM SAND:
% FINE SAND:
% V FINE SAND:
% V COARSE SILT:
% COARSE SILT:
% MEDIUM SILT:
% FINE SILT:
% V FINE SILT:
% CLAY:
Multiple Sample Statistics
&CTriangular Diagram
Sand
Mud
Gravel
80%
30%
5%
Trace
1:1
1:9
9:1
Sand:Mud Ratio
Gravel %
Gravel
Muddy Gravel
Muddy Sandy Gravel
Gravelly Mud
Gravelly Muddy Sand
Slightly Gravelly Mud
Slightly GravellySandy Mud
Slightly GravellyMuddy Sand
Mud
Sandy Mud
Muddy Sand
Sand
Slightly Gravelly Sand
Gravelly Sand
Sandy Gravel
VF-74-103
TEXTURAL GROUP:
SEDIMENT NAME:
Mud
Coarse Silt
SAMPLE IDENTITY:
Gravel:
Sand:
Mud:
0.0%
9.9%
90.1%
Coarse Gravel:
Medium Gravel:
Fine Gravel:
Coarse Sand:
Medium Sand:
Fine Sand:
Very Fine Sand:
Very Coarse Silt:
0.0%
0.0%
0.0%
1.2%
0.9%
3.8%
14.7%
4.0%
Very Coarse Gravel:
0.0%
Very Coarse Sand:
Coarse Silt:
Clay:
Fine Silt:
Very Fine Gravel:
0.0%
0.0%
Medium Silt:
Very Fine Silt:
13.3%
11.5%
13.9%
17.1%
19.6%
Gravel Sand Mud Diagram
&CTriangular Diagram
Silt
Clay
Sand
90%
50%
10%
1:2
2:1
Silt:Clay Ratio
Sand %
Sand
Clayey Sand
Muddy Sand
Sandy Clay
Sandy Silt
Sandy Mud
Clay
Mud
Silt
Silty Sand
NOTEGravel is also present inthis sample
VF-74-103
TEXTURAL GROUP:IGNORING GRAVELFRACTION
SAMPLE IDENTITY:
Gravel:
Sand:
Mud:
0.0%
9.9%
90.1%
Coarse Gravel:
Medium Gravel:
Fine Gravel:
Coarse Sand:
Medium Sand:
Fine Sand:
Very Fine Sand:
Very Coarse Silt:
Very Coarse Gravel:
Very Coarse Sand:
Coarse Silt:
Clay:
Fine Silt:
Very Fine Gravel:
Medium Silt:
Very Fine Silt:
0.0%
0.0%
0.0%
1.2%
0.9%
3.8%
14.7%
4.0%
0.0%
0.0%
0.0%
13.3%
11.5%
13.9%
17.1%
19.6%
Sand Silt Clay Diagram
0
0
0.1364367845
1.0530253109
2.082472825
1.8992295527
0.9060321419
0.0708801829
0.7451341756
2.9148447635
6.0092021823
8.7596194874
9.8463622854
9.7939177877
8.9605117845
8.1054446278
7.2245648744
6.6559384219
6.1432717842
5.4020096238
4.4180248942
3.334101832
2.9051966207
1.9588741005
0.6749039561
0
&CFrequency Distribution Histogram
Particle diameter (f)
Class weight (%)
Distribution (phi)
0
0
0
0.1346399946
1.1985759521
3.2536238699
5.1725317931
6.0301197588
6.1045907558
6.8098837276
9.8054736078
16.0204453592
24.7780690089
34.599024616
44.300118228
53.3203928672
61.4089765436
68.6282822549
75.2703749892
81.4091747436
86.8400115264
91.175847353
94.5626112175
97.4137621034
99.3456870262
100
100
&CCumulative Frequency Curve
Particle diameter (f)
Cumulative mass retained (%)
Cumulative (phi)
0
0
0.1364367845
1.0530253109
2.082472825
1.8992295527
0.9060321419
0.0708801829
0.7451341756
2.9148447635
6.0092021823
8.7596194874
9.8463622854
9.7939177877
8.9605117845
8.1054446278
7.2245648744
6.6559384219
6.1432717842
5.4020096238
4.4180248942
3.334101832
2.9051966207
1.9588741005
0.6749039561
0
&CFrequency Distribution Curve
Particle diameter (mm)
Class weight (%)
Distribution (microns)
0
0
0
0.1346399946
1.1985759521
3.2536238699
5.1725317931
6.0301197588
6.1045907558
6.8098837276
9.8054736078
16.0204453592
24.7780690089
34.599024616
44.300118228
53.3203928672
61.4089765436
68.6282822549
75.2703749892
81.4091747436
86.8400115264
91.175847353
94.5626112175
97.4137621034
99.3456870262
100
100
&CCumulative Frequency Curve
Particle diameter (mm)
Cumulative mass retained (%)
Cumulative (microns)
Method of Moments - LogarithmicDateModeFirstModeSecondModeThirdModePrint
9.84636228549.84636228542.0824728250100
Mean:6.416
Std. Dev.2.206ClassMode1ClassMode2ClassMode3Classmode4ClassMode5
Skewness-0.2119.84636228542.082472825
Kurtosis2.963
TexureMaximum Frequency
Sum of Sieve Classes9.8463622854
100.00ShapeLine
0095.356385
Sum of Proportion Classes
199.7191843621
Method of Moments - ArithmeticMethod of Moments - GeometricPlease wait while the
Mean (um)41.461Mean (mm)11.714statistics are calculated
Std. Dev. (um)98.871Std. Dev. (mm)4.613
Skewness (um)4.319Skewness (mm)0.211
Kurtosis (um)23.204Kurtosis (mm)2.963Samples remaining:1
Kurtosis (um) - 320.204Kurtosis (mm) - 3-0.037
0%100%
STATISTICS BY METHOD OF MOMENTSSTATISTICS BY METHOD OF MOMENTSSTATISTICS BY METHOD OF MOMENTS
APERTUREMID-POINT (m)APERTUREMID-POINT (m)CUM. MASSCLASSCLASSAPERTURELOGARITHMICMID-POINT (m)NORMALISEDARITHMETICGEOMETIC
(metric)(metric)(PHI Scale)(PHI Scale)RETAINEDWEIGHT (f)WEIGHT(metric)(metric)CLASS WEIGHT
(mm)(mm)(PHI)(PHI)(%)(%)(g)fm(no units)(%)fmlog mf log m
2.00-1.0000.000.000.0020000.000.000000.000000.000000.000.000.000000.000000.0000000.000000.000000.00000
1.401.70-0.485-0.74270.000.000.0014000.000.000000.000000.000001673.30.000.000.000.000000.000000.000003.22400.000000.000000.00000
1.001.2000.000-0.24270.000.000.0010000.000.000000.000000.000001183.20.000.000.000.000000.000000.000003.07300.000000.000000.00000
0.710.8550.4940.24710.130.130.137100.035.12330-31.60371194.95128842.60.270.14115.1289110.8712872495156.5826458977626996.194302.9260.39390669630.464270.862121.60090
0.500.6051.0000.74711.201.061.065000.7934.18772-193.797181098.56254595.82.101.05643.68337880.57458190408833.60534107302776904.199002.7752.95254375843.098065.286609.02119
0.360.4281.4941.24713.252.062.063552.5654.89984-283.756421466.62904421.34.162.08878.53306255.57294118226552.0536845640043302.219402.6255.39367707724.974977.7406112.04368
0.250.3032.0001.74715.171.921.922503.3541.82454-195.26286911.60803297.93.791.90580.47130756.8538034132619.971228909940184.646742.4744.74753973743.790105.326597.48596
0.180.2152.4742.23706.030.860.861801.9214.97486-62.57559261.48517212.11.810.91184.3825826.892524481969.46984777795869.533332.3271.99526952681.357011.707002.14727
0.130.1533.0002.73706.100.070.071250.201.00781-3.7074313.63857150.00.140.0711.36918.19971101955.8486611321061.141652.1760.16205568570.091330.101140.11200
0.090.1083.4743.23706.810.710.71902.287.12641-22.6527972.00663106.11.490.7575.823075.87501203127.2769713414293.678132.0261.42862470090.645790.617950.59131
0.060.0773.9893.73129.813.003.006311.1821.58714-57.94974155.5635575.35.822.91229.163677.75060128864.186024515254.092111.8775.62209771281.956211.580811.27746
0.040.0544.5064.247416.026.216.214426.4029.21838-63.35263137.3640852.612.006.01332.50900.7615510844.14168130551.096731.72110.69843132262.647741.728201.12801
0.030.0385.0074.756624.788.768.7631.141.6624.10423-39.9895766.3437837.017.498.76328.85133.96555-523.958122049.273881.56813.73288685652.184301.090880.54480
0.020.0275.5065.256634.609.829.822251.6313.19292-15.2909517.7226326.219.679.85260.752183.61204-32560.14620485508.918861.41813.92210353361.195530.417120.14553
0.020.0196.0025.754344.309.709.7015.655.824.24301-2.806081.8557818.519.569.79182.384981.77636-112892.734612558278.134891.26812.29879075640.384500.076550.01524
0.010.0136.5066.254353.329.029.021156.420.23481-0.037890.0061113.117.908.96119.977153.52737-201451.490345673103.749261.11710.07797979160.021280.001030.00005
0.010.0097.0066.756261.418.098.097.7854.650.937840.319340.108749.316.198.1175.958319.57794-266818.354228557168.960470.9667.81507744910.08499-0.008710.00089
0.010.0077.5067.256268.637.227.225.552.385.100124.286703.603016.514.437.2247.948753.49361-304806.6320910613714.600490.8165.88857934290.46217-0.116940.02959
0.000.0058.0067.756275.276.646.643.8951.5211.9356115.9997921.447864.613.296.6631.188978.44285-330102.6925912136602.017740.6654.41802880061.08159-0.436460.17613
0.000.0038.5068.256281.416.146.142.7550.6820.7950238.2734370.442603.312.276.1420.388930.39812-340615.5706712991466.381110.5153.15927895041.88443-1.044060.57846
0.000.0029.0108.758086.845.435.431.9447.5629.7972569.79607163.487932.310.795.4012.748309.57378-325038.4566812714249.981020.3641.97447418732.70020-1.903971.34253
0.000.0029.5019.255491.184.344.341.3840.1334.9649099.29149281.962771.68.824.427.206868.53106-273375.3704910880651.565110.2140.92717690293.16849-2.708582.31543
0.000.00110.0109.755494.563.393.390.9733.0437.77567126.16121421.346591.26.663.333.985496.62674-221437.877788920877.484740.0630.21446821143.42320-3.441563.46002
0.000.00110.50110.255497.412.852.850.6929.2442.03640161.40918619.770490.85.802.912.374706.93531-191248.150667770630.50436-0.087-0.24859066963.80930-4.403095.08944
0.000.00110.99510.748099.351.931.930.4920.7636.26078157.09435680.587560.63.911.961.143227.18425-131898.701335390850.37095-0.235-0.4549246863.28592-4.285395.58886
0.000.00011.48011.2376100.000.650.650.357.3515.2136973.35994353.739430.41.350.670.271102.10856-45231.792481856364.35595-0.383-0.2505154591.37865-2.001192.90484
0.000.00012.02511.7525100.000.000.000.240.000.000000.000000.000000.30.000.000.000.000000.000000.00000-0.53800.000000.000000.00000
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0.000.0000.0000.0000100.000.0000.000.000000.000000.000000.00.000.000.000.000000.000000.000000.00000.000000.000000.00000
0.000.0000.0000.0000100.000.0000.000.000000.000000.000000.00.000.000.000.000000.000000.000000.00000.000000.000000.00000
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MBD00064BFA.unknown
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MBD00204A66.doc
Table 1.Statistical formulae used in the calculation of grain size parameters.
f is the frequency in percent; m is the mid-point of each class interval in metric (mm) or phi (m) units; Px and x are grain diameters, in metric or phi units respectively, at the cumulative percentile value of x.
(a) Arithmetic Method of Moments
Mean
Standard Deviation
Skewness
Kurtosis
(b) Geometric Method of Moments
Mean
Standard Deviation
Skewness
Kurtosis
Sorting ((g)
Skewness (Skg)
Kurtosis (Kg)
Very well sorted
Well sorted
Moderately well sorted
Moderately sorted
Poorly sorted
Very poorly sorted
Extremely poorly sorted
< 1.27
1.27 1.41
1.41 1.62
1.62 2.00
2.00 4.00
4.00 16.00
> 16.00
Very fine skewed
Fine skewed
Symmetrical
Coarse skewed
Very coarse skewed
< -1.30
-1.30 -0.43
-0.43 +0.43
+0.43 +1.30
> +1.30
Very platykurtic
Platykurtic
Mesokurtic
Leptokurtic
Very leptokurtic
< 1.70
1.70 2.55
2.55 3.70
3.70 7.40
> 7.40
(c) Logarithmic Method of Moments
Mean
Standard Deviation
Skewness
Kurtosis
Sorting (()
Skewness (Sk)
Kurtosis (K)
Very well sorted
Well sorted
Moderately well sorted
Moderately sorted
Poorly sorted
Very poorly sorted
Extremely poorly sorted
< 0.35
0.35 0.50
0.50 0.70
0.70 1.00
1.00 2.00
2.00 4.00
> 4.00
Very fine skewed
Fine skewed
Symmetrical
Coarse skewed
Very coarse skewed
> +1.30
+0.43 +1.30
-0.43 +0.43
-0.43 -1.30
< -1.30
Very platykurtic
Platykurtic
Mesokurtic
Leptokurtic
Very leptokurtic
< 1.70
1.70 2.55
2.55 3.70
3.70 7.40
> 7.40
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MBD00273258.doc
Table 2. Size scale adopted in the GRADISTAT program, modified from Udden (1914) and Wentworth (1922).
Grain Size
Descriptive term
phi
mm
Very Large
Boulder
-10
1024
Large
-9
512
Medium
-8
256
Small
-7
128
Very small
-6
64
Very coarse
Gravel
-5
32
Coarse
-4
16
Medium
-3
8
Fine
-2
4
Very fine
-1
2
Very coarse
Sand
0
1
microns
Coarse
1
500
Medium
2
250
Fine
3
125
Very fine
4
63
Very coarse
Silt
5
31
Coarse
6
16
Medium
7
8
Fine
8
4
Very fine
9
2
Clay
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(d) Logarithmic (Original) Folk and Ward (1957) Graphical Measures
Mean
Standard Deviation
Skewness
Kurtosis
Sorting ((I)
Skewness (SkI)
Kurtosis (KG)
Very well sorted
Well sorted
Moderately well sorted
Moderately sorted
Poorly sorted
Very poorly sorted
Extremely poorly sorted
< 0.35
0.35 0.50
0.50 0.70
0.70 1.00
1.00 2.00
2.00 4.00
> 4.00
Very fine skewed
Fine skewed
Symmetrical
Coarse skewed
Very coarse skewed
+0.3 to +1.0
+0.1 to +0.3
+0.1 to -0.1
-0.1 to -0.3
-0.3 to -1.0
Very platykurtic
Platykurtic
Mesokurtic
Leptokurtic
Very leptokurtic
Extremely leptokurtic
< 0.67
0.67 0.90
0.90 1.11
1.11 1.50
1.50 3.00
> 3.00
(e) Geometric Folk and Ward (1957) Graphical Measures
Mean
Standard Deviation
Skewness
Kurtosis
Sorting ((G)
Skewness (SkG)
Kurtosis (KG)
Very well sorted
Well sorted
Moderately well sorted
Moderately sorted
Poorly sorted
Very poorly sorted
Extremely poorly sorted
< 1.27
1.27 1.41
1.41 1.62
1.62 2.00
2.00 4.00
4.00 16.00
> 16.00
Very fine skewed
Fine skewed
Symmetrical
Coarse skewed
Very coarse skewed
-0.3 to -1.0
-0.1 to -0.3
-0.1 to +0.1
+0.1 to +0.3
+0.3 to +1.0
Very platykurtic
Platykurtic
Mesokurtic
Leptokurtic
Very leptokurtic
Extremely leptokurtic
< 0.67
0.67 0.90
0.90 1.11
1.11 1.50
1.50 3.00
> 3.00
PAGE
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Most fall deposit work has been done on the proximal region where large, rapidly falling pyroclasts dominate. So medium and small pyroclasts are understudied and needed to understand and predict the fate of fines.Figure from Cas & Wright, Volcanic Successions
18 May 1980 fall deposits of MSH are very fine-grained (>50% < 30 m) and have nearly identical GSD at distances >300 km. This suggests fallout of all particles togetherAJ Durant et al., 2007, in prep.
Pinatubos July 15, 1991 eruption column was fed by a co-ignimbrite cloud and the ashfall was marked by a much more prominent fine ash proportion. Such clouds likely entrain more water vapor also. Dartevelle et al, 2002, Geology 30: 663-666.
Colima Volcano has produced ashfalls from both vertical explosions and from co-PF events during 2005-2007. We have compared 20 examples of each with results that show clearly--although the bulk compositions are similar, the GSDs are systematically different, with the Co-PF samples being poorly sorted and with high content of fine grained particles.
Evans, Varley, Huntoon & Rose, 2007Co-PFVerticalExplosion
Manam 27 Jan 2005 0355 UTC MODIS1-4-3 TrueAsh-rich and ash-poor volcanic clouds---Separation observed in many remote sensing examples
Fuego has had >60 brief subplinian VEI 2-3 eruptions which produce mainly thin fall units that are unpreserved in the geologic record.14 Oct 1974
Chart8
0
1.7245362324
4.5103842693
6.2424700671
5.4861587866
3.2331890625
1.7234414739
2.3126467686
4.4175230952
7.7085964477
9.5891771812
10.8482392508
10.4163577468
9.2716727994
5.8839630779
4.4642011894
2.9476649176
2.058298869
1.6287242455
1.2706279334
1.1747032176
0.9844089693
0.791374318
0.713089708
0.4976422564
0.1009081168
1
10
100
1000
Particle Diameter (mm)
Particle Diameter (f)
Class Weight (%)
Fu74-5
Information
GRADISTAT
Version 4.0
A Grain Size Distribution and Statistics Package for the Analysis of
Unconsolidated Sediments by Sieving or Laser Granulometer
Surface Processes and Modern Environments Research Group
Department of Geology
Royal Holloway
University of London
Egham
Surrey TW20 0EX
E-mail: [email protected]
Tel/Fax: +44 (0)1784 414168
Instructions on the Use of the GRADISTAT Program
The development of this program was inspired by Dave Thornley and John Jack at the Postgraduate Research Institute for Sedimentology at the University of Reading, UK, and the Department of Geology at Royal Holloway University of London, UK. It is provided in Microsoft Excel format to allow both spreadsheet and graphical output. The program is best suited to analyse data obtained from sieve or laser granulometer analysis. The user is required to input the mass or percentage of sediment retained on sieves spaced at any intervals, or the percentage of sediment detected in each bin of a Laser Granulometer. The following sample statistics are then calculated using the Method of Moments in Microsoft Visual Basic programming language: mean, mode(s), sorting (standard deviation), skewness, kurtosis, D10, D50, D90, D90/D10, D90-D10, D75/D25 and D75-D25. Grain size parameters are calculated arithmetically and geometrically (in microns) and logarithmically (using the phi scale) (Krumbein and Pettijohn, 19381; Table 1). Linear interpolation is also used to calculate statistical parameters by the Folk and Ward (1957)2 graphical method and derive physical descriptions (such as very coarse sand and moderately sorted). The program also provides a physical description of the textural group which the sample belongs to and the sediment name (such as fine gravelly coarse sand) after Folk (1954)3. Also included is a table giving the percentage of grains falling into each size fraction, modified from Udden (1914)4 and Wentworth (1922)5 (see Table 2). In terms of graphical output, the program provides graphs of the grain size distribution and cumulative distribution of the data in both metric and phi units, and displays the sample grain size on triangular diagrams. Samples may be analysed singularly, or up to 250 samples may be analysed together.
The program is ideal for the rapid analysis of sieve data and is freely available from the author at the above address. Please note that the copyright for the program is held by author, and any distribution or use of the program should be acknowledged to him.
S. Blott October 2000
1Krumbein, W.C. and Pettijohn, F.J. (1938) Manual of Sedimentary Petrography. Appleton-Century-Crofts, New York.
2Folk, R.L. and Ward, W.C. (1957) Brazos River bar: a study in the significance of grain size parameters. Journal of Sedimentary Petrology, 27, 3-26.
3Folk, R.L. (1954) The distinction between grain size and mineral composition in sedimentary-rock nomenclature. Journal of Geology, 62, 344-359.
4Udden, J.A. (1914) Mechanical composition of clastic sediments. Bulletin of the Geological Society of America, 25, 655-744.
5Wentworth, C.K. (1922) A scale of grade and class terms for clastic sediments. Journal of Geology, 30, 377-392.
Single Sample Analysis
1. Switch to the "Single Sample Data Input" sheet if it is not already active. Enter the aperture sizes of the sieves or Laser Granulometer bins used in the analysis into the cells in column B. Sizes may be entered either in ascending or descending numerical order. For convenience, you can click on one of the standard sieve or Laser Granulometer size intervals and GRADISTAT will enter the size classes for you. Any non-standard sieve sizes can be used, although some of the statistics may not be calculated if you have not used sieves with at least whole phi intervals. See the section below if the sample contains unanalysed sediment, such as material retained in the pan after sieving. At least one size class larger than the largest particles in the sample should also be entered. A large area to the right of the data columns is provided for the cut and paste of data from other spreadsheets, such as the import of Laser Granulometer data.
2. Enter the weight or percentage of sample beside each size class in column C. When you have finished, make sure there are no data further down the spreadsheet which could cause an error. The program will accept data down to row 230.
3. Enter the sample identity, analyst, date and initial sample weight (optional) at the top of the "Single Sample Data Input" sheet.
4. Click the "Calculate Statistics" button and wait a few moments for the program to finish running. When the dialog box appears, click "OK".
5. The results are summarised on the "Single Sample Statistics" sheet, which includes a distribution histogram of the sample. Select "Print..." from the file menu to print the Summary Statistics page. The data is also shown on triangular diagrams on the "Gravel Sand Mud" and "Sand Silt Clay" sheets. Further cumulative and distribution plots are given on other sheets.
Multiple Sample Analysis
1. Switch to the "Multiple Sample Data Input" sheet. Enter the aperture sizes of the sieves or Laser Granulometer bins used in the analysis into the cells in column B. The aperture sizes must be the same for all the samples. Sizes may be entered either in ascending or descending numerical order. For convenience, you can click on one of the standard sieve or Laser Granulometer size intervals and GRADISTAT will enter the size classes for you. Any non-standard sieve sizes can be used, although some of the statistics may not be calculated if you have not used sieves with at least whole phi intervals. See the section below if samples contain unanalysed sediment, such as material retained in the pan after sieving. At least one size class larger than the largest particles in the sample should also be entered.
2. Enter the weight or percentage of sample in column C onwards. Make sure there are no data further down the spreadsheet which could cause an error. The program will accept data down to row 230.
3. Enter the sample identity, analyst, date and initial sample weight (optional) in the green cells above each sample listing.
4. If you require a Summary Statistics printout for each sample, select a tick in the option box.
5. Click the "Calculate Statistics" button and wait for the program to finish running (this may take several minutes). GRADISTAT will give a warning if it detects a sample whose combined weight is greater than the given sample weight. Click "OK" when prompted on the dialog boxes.
6. The resulting statistics for all samples are summarised on the "Multiple Sample Statistics" sheet. The data for each sample included in the analysis are also shown on triangular diagrams on the "Gravel Sand Mud" and "Sand Silt Clay" sheets. Cumulative and distribution plots will show the results for the last sample in the analysis. If graphical plots for other samples are required, use separate single sample analyses (above).
Unanalysed Sediment
Occasionally, samples may contain sediment in a size fraction of unspecified size, such as material retained in the pan after sieving. Ideally, the whole size range in a sample should be analysed, and this may require further analysis of sediment remaining in the pan after sieving. The larger the quantity of sediment remaining in the pan, the less accurate the calculation of grain size statistics, with statistics calculated by the Method of Moments being most susceptible. Errors in Folk and Ward parameters become significant only when more than 5% of the sample is undetermined. If the sample contains sediment in the pan the user should do one of the following:
1. Enter the weight or percentage of sample in the pan with a class size of zero (or leave the class size blank). GRADISTAT calculates the statistics assuming all sediment in the pan is larger than 10 f (1 mm). The grain size distribution graphs do not however plot the quantity of sediment in the pan.
2. Enter the weight or percentage of sample in the pan with a class size which the user considers to be the lower size limit of sediment in the pan. GRADISTAT calculates the statistics assuming all sediment in the pan is larger than this value and plots this quantity on the grain size distribution graphs.
The above two options are recommended where there is less than 1% of the sample remaining in the pan.
3. Do not enter the quantity of sediment in the pan at all. GRADISTAT calculates the statistics ignoring the sediment in the pan as if it were not present in the sample. This is recommended where there is more than 1% of the sample remaining in the pan.
Samples containing more than 5% of sediment in the pan should ideally be analysed using a different technique, such as sedimentation or laser granulometry. Great care must however be taken when merging data obtained by different methods.
Graph Scales
The size scale used in graphical plots is dependent upon the range of sizes specified on the sample input sheets: the first and last values provide the extreme values on the graphs. While one size class larger than the largest particles in the sample should be entered, other size classes outside the grain size range of the sample have no influence on the statistical calculations. These classes may be deleted to narrow the size scale on graphs. Note that unused size classes within the size range of the sample should also be deleted, otherwise GRADISTAT assumes that zero sample weight was present in those size classes.
Copyright Simon Blott (2000)
Single Sample Data Input
Single Sample Data Input ScreenEnter your data in the columns below, and then click the "Calculate
Statistics" button. See the "Information" sheet for more information.
Sample Identity:Fu74-5
Analyst:AJD
Date:6/23/06Auto. add
Initial Sample Weight:(optional)apertures
at:
Aperture
(microns)
20000
14140
10001.727414
7074.52185
5006.252887
3535.5225582000-1.52000
2503.2253521414-11414
1761.7490131000-0.51000
1252.2880717070707
884.4830685000.5500
637.4490763531353
449.9523882501.5250
3110.9849061762176
2210.3289931252.5125
168.53733688388
116.374762633.563
7.84.43743144444
5.52.977753314.531
3.92.04595622522
2.81.560493165.516
1.951.32920811611
1.381.1743657.86.57.8
0.980.9742785.575.5
0.690.8028513.97.53.9
0.490.7057512.882.8
0.350.4841551.958.51.95
0.240.1100841.3891.38
0.989.50.98
0.69100.69
0.4910.50.49
0.35110.35
CalculateStatistics
Half Phi Intervals
Quarter Phi Intervals
Laser Granulometer
Single Sample Statistics
SAMPLE IDENTITY:Fu74-5ANALYST & DATE:AJD, 6/23/2006
SAMPLE TYPE:Bimodal, Very Poorly SortedTEXTURAL GROUP:Sandy Mud
SEDIMENT NAME:Very Fine Sandy Very Coarse Silt
fGRAIN SIZE DISTRIBUTION
MODE 1:37.504.759GRAVEL:0.0%COARSE SAND:10.8%
MODE 2:603.50.750SAND:37.4%MEDIUM SAND:8.7%
MODE 3:MUD:62.6%FINE SAND:4.0%
6.0500.800V FINE SAND:12.2%
40.214.636V COARSE GRAVEL:0.0%V COARSE SILT:20.5%
574.37.369COARSE GRAVEL:0.0%COARSE SILT:19.5%
94.939.211MEDIUM GRAVEL:0.0%MEDIUM SILT:10.4%
568.36.569FINE GRAVEL:0.0%FINE SILT:5.0%
7.5631.993V FINE GRAVEL:0.0%V FINE SILT:2.9%
113.22.919V COARSE SAND:1.7%CLAY:4.3%
METHOD OF MOMENTSFOLK & WARD METHOD
ArithmeticGeometricLogarithmicGeometricLogarithmicDescription
ff
MEAN :163.546.364.43155.324.176Very Coarse Silt
264.45.5022.4605.9732.578Very Poorly Sorted
2.114-0.1110.1110.144-0.144Coarse Skewed
6.8742.8472.8471.1721.172Leptokurtic
Single Sample Statistics
0
1.7245362324
4.5103842693
6.2424700671
5.4861587866
3.2331890625
1.7234414739
2.3126467686
4.4175230952
7.7085964477
9.5891771812
10.8482392508
10.4163577468
9.2716727994
5.8839630779
4.4642011894
2.9476649176
2.058298869
1.6287242455
1.2706279334
1.1747032176
0.9844089693
0.791374318
0.713089708
0.4976422564
0.1009081168
1
10
100
1000
Particle Diameter (mm)
Particle Diameter (f)
Class Weight (%)
Fu74-5
Module1
Multiple Sample Data Input ScreenEnter your data in the columns below, and then click the
"Calculate Statistics" button. Enter Sample Info in the green cells.
ApertureClass Weight Retained (g or %) in Different Samples
(microns)
Sample Identity:GU-S-1501-68GU/S AF 13/11/03 - AverageGU/S AF 17/12/03 - AverageGU/S COI 25/11/94 - AverageGU/S COI 1500-68 - AverageGU/S COI 1500-68 b - AverageGU/S 1116 - AverageGU/S AF-2 12/1/75 b - AverageGU/S AF-1 12/1/75 - AverageGU/S 1501-68 - Average
Analyst:AJDAJDAJDAJD
Date:6/23/06
Initial Sample Weight:
20000000000000
14140.0270000000.3713634.1008628.466585
10002.0920000015.97323.41206110.07825818.962329
7077.0770000006.66201813.35308122.900704
5009.0120.0106310.29342500010.809858516.88170310.93576117.07827
3537.5420.7910290.88259400004.4548695.4791947.444127
2505.2851.4166912.2280451.479661.86726104.566467072.669471.9534181.584176
1764.4693.2255464.6657797.8050928.054421.89570903.3043481.9663970.747214
1255.2127.0758898.13105214.17903213.4857826.5834986.2159056025.9127654.006241.947578
886.27411.87773411.68484317.81819415.45369311.93329909.1797626.2639862.879663
636.77815.1739113.8672116.91322214.14384816.18571115.97454395211.4561627.5975243.124598
446.6915.45467313.97268212.96206711.76509516.81684011.6330297.6179482.991211
316.34713.18947912.3070788.7302539.57435114.07358319.5661592829.8244426.6020622.66523
225.9349.9129169.6931075.7961527.55799410.1382707.1669145.1738882.201635
165.4346.8351766.9224454.0798545.5417156.76688413.6893059644.7916983.8247511.689559
114.7624.4680054.5693152.9397223.7273734.44875203.1652232.7589461.249823
7.84.022.829132.8690412.0009042.3685062.9224776.8071389122.1582781.9679790.931764
5.53.3831.816441.8325711.2858811.5421051.93575301.5432711.4270960.726606
3.92.8571.2891311.3145810.88361.1286131.3733273.3107201821.1902051.1116060.601544
2.82.3771.0474521.082260.7239910.9229921.09876500.9942360.9356440.510014
1.951.8170.9161620.9495320.6560640.7816660.959662.2982800140.8638240.8059870.422867
1.381.2820.7793890.8045380.5604580.6317160.82618500.7186110.6517940.323775
0.980.8820.6834950.6999880.4709250.5295350.7332011.6314044220.6065420.5278210.248513
0.690.440.642190.6532140.4202640.4904980.69274500.5514240.4628960.208569
0.490.0060.4582780.4663590.289560.3510670.4971621.0923337080.3920620.3205850.093646
0.3500.1066550.1103390.0051050.0817680.11817700.0957190.0762790
0.240000000000
CalculateStatistics
Half Phi Intervals
Quarter Phi Intervals
Laser Granulometer
Auto. addaperturesat:
Multiple Sample Data Input
SAMPLE STATISTICS
ANALYST AND DATE:
SIEVING ERROR:
SAMPLE TYPE:
TEXTURAL GROUP:
SEDIMENT NAME:
METHOD OFMEAN
MOMENTSSORTING
SKEWNESS
KURTOSIS
METHOD OFMEAN
MOMENTSSORTING
SKEWNESS
KURTOSIS
METHOD OFMEAN
MOMENTSSORTING
SKEWNESS
KURTOSIS
FOLK ANDMEAN
WARD METHODSORTING
SKEWNESS
KURTOSIS
FOLK ANDMEAN
WARD METHODSORTING
SKEWNESS
KURTOSIS
FOLK AND
WARD METHOD
(Description)
% GRAVEL:
% SAND:
% MUD:
% V COARSE GRAVEL:
% COARSE GRAVEL:
% MEDIUM GRAVEL:
% FINE GRAVEL:
% V FINE GRAVEL:
% V COARSE SAND:
% COARSE SAND:
% MEDIUM SAND:
% FINE SAND:
% V FINE SAND:
% V COARSE SILT:
% COARSE SILT:
% MEDIUM SILT:
% FINE SILT:
% V FINE SILT:
% CLAY:
Multiple Sample Statistics
&CTriangular Diagram
Sand
Mud
Gravel
80%
30%
5%
Trace
1:1
1:9
9:1
Sand:Mud Ratio
Gravel %
Gravel
Muddy Gravel
Muddy Sandy Gravel
Gravelly Mud
Gravelly Muddy Sand
Slightly Gravelly Mud
Slightly GravellySandy Mud
Slightly GravellyMuddy Sand
Mud
Sandy Mud
Muddy Sand
Sand
Slightly Gravelly Sand
Gravelly Sand
Sandy Gravel
Fu74-5
TEXTURAL GROUP:
SEDIMENT NAME:
Sandy Mud
Very Fine Sandy Very Coarse Silt
SAMPLE IDENTITY:
Gravel:
Sand:
Mud:
0.0%
37.4%
62.6%
Coarse Gravel:
Medium Gravel:
Fine Gravel:
Coarse Sand:
Medium Sand:
Fine Sand:
Very Fine Sand:
Very Coarse Silt:
0.0%
0.0%
0.0%
10.8%
4.0%
12.2%
20.5%
8.7%
Very Coarse Gravel:
0.0%
Very Coarse Sand:
Coarse Silt:
Clay:
Fine Silt:
Very Fine Gravel:
1.7%
0.0%
Medium Silt:
Very Fine Silt:
4.3%
2.9%
5.0%
10.4%
19.5%
Gravel Sand Mud Diagram
&CTriangular Diagram
Silt
Clay
Sand
90%
50%
10%
1:2
2:1
Silt:Clay Ratio
Sand %
Sand
Clayey Sand
Muddy Sand
Sandy Clay
Sandy Silt
Sandy Mud
Clay
Mud
Silt
Silty Sand
NOTEGravel is also present inthis sample
Fu74-5
TEXTURAL GROUP:IGNORING GRAVELFRACTION
SAMPLE IDENTITY:
Gravel:
Sand:
Mud:
0.0%
37.4%
62.6%
Coarse Gravel:
Medium Gravel:
Fine Gravel:
Coarse Sand:
Medium Sand:
Fine Sand:
Very Fine Sand:
Very Coarse Silt:
Very Coarse Gravel:
Very Coarse Sand:
Coarse Silt:
Clay:
Fine Silt:
Very Fine Gravel:
Medium Silt:
Very Fine Silt:
0.0%
0.0%
0.0%
10.8%
4.0%
12.2%
20.5%
8.7%
0.0%
1.7%
0.0%
4.3%
2.9%
5.0%
10.4%
19.5%
Sand Silt Clay Diagram
0
1.7245362324
4.5103842693
6.2424700671
5.4861587866
3.2331890625
1.7234414739
2.3126467686
4.4175230952
7.7085964477
9.5891771812
10.8482392508
10.4163577468
9.2716727994
5.8839630779
4.4642011894
2.9476649176
2.058298869
1.6287242455
1.2706279334
1.1747032176
0.9844089693
0.791374318
0.713089708
0.4976422564
0.1009081168
&CFrequency Distribution Histogram
Particle diameter (f)
Class weight (%)
Distribution (phi)
0
0
1.7274140173
6.2492640625
12.502151125
18.0247091802
21.2500612125
22.99907423
25.2871452529
29.7702132977
37.2192893722
47.1716774717
58.1565835816
68.4855766849
77.0229127702
83.397674834
87.8351058784
90.8128589081
92.8588149286
94.4193079442
95.7485159575
96.9228809692
97.897158979
98.700009987
99.4057609941
99.8899159989
100
&CCumulative Frequency Curve
Particle diameter (f)
Cumulative mass retained (%)
Cumulative (phi)
0
1.7245362324
4.5103842693
6.2424700671
5.4861587866
3.2331890625
1.7234414739
2.3126467686
4.4175230952
7.7085964477
9.5891771812
10.8482392508
10.4163577468
9.2716727994
5.8839630779
4.4642011894
2.9476649176
2.058298869
1.6287242455
1.2706279334
1.1747032176
0.9844089693
0.791374318
0.713089708
0.4976422564
0.1009081168
&CFrequency Distribution Curve
Particle diameter (mm)
Class weight (%)
Distribution (microns)
0
0
1.7274140173
6.2492640625
12.502151125
18.0247091802
21.2500612125
22.99907423
25.2871452529
29.7702132977
37.2192893722
47.1716774717
58.1565835816
68.4855766849
77.0229127702
83.397674834
87.8351058784
90.8128589081
92.8588149286
94.4193079442
95.7485159575
96.9228809692
97.897158979
98.700009987
99.4057609941
99.8899159989
100
&CCumulative Frequency Curve
Particle diameter (mm)
Cumulative mass retained (%)
Cumulative (microns)
Method of Moments - LogarithmicDateModeFirstModeSecondModeThirdModePrint
6/23/200610.848239250810.84823925086.24247006710100
Mean:4.431
Std. Dev.2.460ClassMode1ClassMode2ClassMode3Classmode4ClassMode5
Skewness0.11110.84823925086.2424700671
Kurtosis2.847
TexureMaximum Frequency
Sum of Sieve Classes10.8482392508
100.00ShapeLine
0095.356385
Sum of Proportion Classes
200.4210813793
Method of Moments - ArithmeticMethod of Moments - GeometricPlease wait while the
Mean (um)163.529Mean (mm)46.357statistics are calculated
Std. Dev. (um)264.425Std. Dev. (mm)5.502
Skewness (um)2.114Skewness (mm)-0.111
Kurtosis (um)6.874Kurtosis (mm)2.847Samples remaining:1
Kurtosis (um) - 33.874Kurtosis (mm) - 3-0.153
0%100%
STATISTICS BY METHOD OF MOMENTSSTATISTICS BY METHOD OF MOMENTSSTATISTICS BY METHOD OF MOMENTS
APERTUREMID-POINT (m)APERTUREMID-POINT (m)CUM. MASSCLASSCLASSAPERTURELOGARITHMICMID-POINT (m)NORMALISEDARITHMETICGEOMETIC
(metric)(metric)(PHI Scale)(PHI Scale)RETAINEDWEIGHT (f)WEIGHT(metric)(metric)CLASS WEIGHT
(mm)(mm)(PHI)(PHI)(%)(%)(g)fm(no units)(%)fmlog mf log m
2.00-1.0000.000.000.0020000.000.000000.000000.000000.000.000.000000.000000.0000000.000000.000000.00000
1.411.71-0.500-0.74990.000.000.0014140.000.000000.000000.000001681.70.000.000.000.000000.000000.000003.22600.000000.000000.00000
1.001.2070.000-0.24991.731.731.731000-0.4337.85010-177.17497829.349681189.13.461.722084.991880863.841961962627214.639442047944937700.200003.0755.31218626123.429944.833176.81047
0.710.8540.5000.25016.254.524.527071.1379.04402-330.480221381.72593840.89.044.513859.402152672.975881485282315.668001024801993594.300002.92513.22509872047.162899.0151911.34648
0.500.6041.0000.750112.506.256.255004.6984.72347-311.864061147.96041594.612.516.243773.621210400.36328532541277.42418234302814807.768002.77417.34672620537.677568.507369.42684
0.350.4271.5021.251118.025.525.523536.9155.84432-177.58175564.69985420.111.005.492355.37381906.10765100430300.1948126410274659.503902.62314.48772613025.060564.844264.63721
0.250.3022.0001.751121.253.233.232505.6523.16478-62.08030166.37168297.16.483.23972.4461397.952278471147.991171168774293.534622.4737.9758355022.099171.693491.36621
0.180.2132.5062.253223.001.751.751763.948.29598-18.0677839.34977209.83.451.72372.544280.53054211762.9014410476160.845262.3224.06072958860.751770.492870.32313
0.130.1513.0002.753225.292.292.291256.306.44169-10.8084918.13554148.34.642.31344.35388.40034-5060.3976465931.004442.1714.96788575250.583740.294850.14893
0.090.1073.5063.253229.774.484.488814.586.21999-7.326518.62987104.98.854.42477.4514580.22027-831492.7416747419048.989202.0219.05891920170.563650.199860.07087
0.060.0763.9893.747437.227.457.456327.913.48147-2.380091.6271474.515.457.71562.4157723.43398-5081325.71625447303101.296171.87213.94401199360.315490.064930.01336
0.040.0544.5064.247447.179.959.954442.270.33565-0.061640.0113252.619.229.59532.45120487.00400-13257042.744481458656755.407761.72117.13200716550.030420.001680.00009
0.030.0385.0124.759058.1610.9810.983152.281.181060.387270.1269836.921.7410.85411.93174476.15492-21989023.732822771250690.019511.56717.21782076490.10703-0.010560.00104
0.020.0275.5065.259068.4910.3310.332254.327.079645.861214.8524826.120.8810.42273.72193946.44180-26576251.851713641712402.280571.41714.6350696310.64155-0.159890.03985
0.020.0195.9665.736177.028.548.541648.9714.5392018.9735824.7604418.818.589.27162.21178332.82350-25774232.352963725119360.272601.27310.87034528691.31753-0.517580.20333
0.010.0146.5066.236183.406.376.371139.7520.7690337.4880067.6656713.311.795.8886.06143487.26584-21527225.021933229704144.439071.1237.15730448421.88207-1.022640.55566
0.010.0097.0026.754387.844.444.447.829.9723.9511655.64474129.277129.38.954.4641.71105414.24879-16247373.662722504188513.015740.9674.28985825752.17043-1.517941.06160
0.010.0077.5067.254390.812.982.985