FOFM (SpatialFOFEM Consumption and Emissions)
SpatialFOFEM Consumption and Emissions is a first order fire effects model for predicting fuel consumption, smoke production, and soil heating caused by prescribed fire or wildfire.
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For more information about the model see the Desktop Application Help Guide.
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First Order Fire Effects calculations produced with the command line applications developed by the Missoula Fire Sciences Laboratory, Missoula, MT.
The SpatialFOFEM Consumption and Emissions model requires two inputs to run:
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A fuelbed GeoTIFF
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An input file
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A limiting shapefile (optional)
GeoTIFF
The SpatialFOFEM Consumption and Emissions model requires a GeoTIFF. The GeoTIFF is uploaded to the FMSF, prior to making a run request (see Upload a GeoTIFF), and the ID is used when making the model run request (see Run a Model).
The GeoTIFF must have one band that identifies the Fuel Characteristic Classification System (FCCS) fuelbeds and can contain additional bands.
|
Band Name |
Units |
Required |
|---|---|---|
|
FCCS |
Categorical |
Required |
|
100-hr fuel moisture * |
Percent |
Optional |
|
1000-hr fuel moisture * |
Percent |
Optional |
|
Duff moisture * |
Percent |
Optional |
*Due to the current limitation of only accepting GeoTIFFs from the LANDFIRE Product Service, these layers cannot be used in the FMSF.
Limiting Shapefile
SpatialFOFEM Consumption and Emissions can also use a limiting shapefile. The limiting shapefile creates a subset of the fuelbed GeoTIFF; cells outside of the limiting shapefile extent will return NODATA for all calculations.
Best practices dictate that this shapefile should be in the same projection and coordinate system as the fuelbed GeoTIFF but that is not a requirement. The geometry type can be point, polygon, polyline
To use a shapefile, it must be uploaded to the system prior to attempting to run the model as the assigned ID is used to specify which file to use. For details on shapefile functionality in the FMSF see the Shapefile Functionality section.
Input file
The various input switches included in the input file (*.txt or *.input) passed to the FMSF are documented in the following sections with the valid ranges for each switch.
Example SpatialFOFEM Consumption and Emissions input file including all the input and output switches.
Fuelbed Switches
FCCS_Layer_Number: 1
FOFEM_Fuelbeds: 1
19,P,,,,1.57,55.48,4.5,6.41,0.05,0.08,0.7,0.23,3.23,3.23,3.23,3.23,1.08,1.08,1.08,1.08,11.51,2.88,,3,8,7,999,4,15,-1,221,231
FOFEM_Use_Expanded_Emissions: 1
FOFEM_Use_Consumption_Equations: 1
FCCS_Layer_Number: X where X is the band number of the FCCS data in the GeoTIFF.
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Valid range: 1-1000
FOFEM_Fuelbeds: X where X is an integer representing the number of fuelbeds listed. Immediately following this line, 27 comma separated model inputs are provided.
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NOTE: This is an optional input.
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Valid rage: 1-500
Fuelbed entries must include the first 27 values in order per line, space delimited outlines below. When the FOFEM_Use_Consumption_Equation is set to ‘1’, the last 6 values (28-33) are required. See the FOFEM 6.7 User Guide for detailed information about the parameters.
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FCCS fuelbed number (<VALUE> in the GeoTIFF FCCS band)
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Valid range: >=0
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FOFEM Region1
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Valid range: P = Pacific West, I = Interior West, N = North East, or S = South East
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FOFEM Region2
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Valid range: P, I, N, S or blank (no additional region)
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FOFEM Region3
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Valid range: P, I, N, S or blank (no additional region)
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FOFEM Region4
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Valid range: P, I, N, S or blank (no additional region)
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Litter Loading (T/ac)
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Valid range: 0-999
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Duff Loading (T/ac)
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Valid range: 0-356.78
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Duff Depth (inches)
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Valid range: 0-999
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Shrub Loading (T/ac)
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Valid range: 0-999
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Herb Loading (T/ac)
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Valid range: 0-999
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1-hour Loading (T/ac)
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Valid range: 0-999
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10-hour Loading (T/ac)
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Valid range: 0-999
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100-hour Loading (T/ac)
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Valid range: 0-999
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3-6 Sound Loading (T/ac)
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Valid range: 0-999
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6-9 Sound Loading (T/ac)
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Valid range: 0-999
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9-20 Sound Loading (T/ac)
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Valid range: 0-999
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20+ Sound Loading (T/ac)
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Valid range: 0-999
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3-6 Rotten Loading (T/ac)
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Valid range: 0-999
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6-9 Rotten Loading (T/ac)
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Valid range: 0-999
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9-20 Rotten Loading (T/ac)
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Valid range: 0-999
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20+ Rotten Loading (T/ac)
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Valid range: 0-999
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Crown Foliage Loading (T/ac)
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Valid range: 0-999
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Crown Branch Loading (T/ac)
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Valid range: 0-999
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FOFEM cover group
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NOTE: If left blank, consumption equations are selected based on region and reason or as specified in the fields 28-33 if FOFEM_Use_Consumption_Equation switch is 1
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Valid range: GG = grass, SG = shrub, SGC = shrub-chaparral, SB = sagebrush, PN = ponderosa pine, PC = pocosin, BBS = balsam, black, red, white spruce, RJP = red, jack pine, WPH = white pine, hemlock, PFL = pine flatwoods, or blank
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Short-term flaming and smoldering combustion (STFS) emission factor group number
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NOTE: See the FOFEM 6.7 User Guide for details about the emission factor groups
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Valid range: 1-6
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Duff residual smoking combustion (DuffRSC) emission factor group number
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Valid range: 8
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Coarse wood residual smoldering combustion (CWRSC) emission factor group number
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Valid range: 7
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Litter load consumption equation
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NOTE: Include only if FOFEM_Use_Consumption_Equation switch is 1
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NOTE: See the FOFEM 6.7 User Guide for details about the consumption equations
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Valid range: 997, 998, 999, or -1 (use the FOFEM default equation)
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Duff load consumption equation
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Valid range: 1, 2, 3, 4, 5, 6, 7, 15, 16, 17, 19, 20, or -1 (use the FOFEM default equation)
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Duff depth reduction equation
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NOTE: Include only if FOFEM_Use_Consumption_Equation switch is 1
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Valid range: 1, 2, 3, 4, 5, 6, 7, 15, 16, 17, 19, 20, or -1 (use the FOFEM default equation)
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Mineral Soil Exposure (MSE) equation
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NOTE: Include only if FOFEM_Use_Consumption_Equation switch is 1
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Valid range: 9, 10, 11, 12, 13, 14, 18, 202, or -1 (use the FOFEM default equation)
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Herb load consumption equation
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NOTE: Include only if FOFEM_Use_Consumption_Equation switch is 1
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Valid range: 22, 221, 222, 223, or -1 (use the FOFEM default equation)
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Shrub load consumption equation
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NOTE: Include only if FOFEM_Use_Consumption_Equation switch is 1
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Valid range: 23, 231, 232, 233, 234, 235, 236, or -1 (use the FOFEM default equation)
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FOFEM_Use_Expanded_Emissions: X where X is a Boolean value. Where 1 is true and uses the updated emission factors based on Urbanski (2014) specified in the FOFEM_FuelBeds (25-27). Where 0 is false, which the same as omitting the switch.
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NOTE: This is an optional input.
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Valid rage: 0, 1
FOFEM_Use_Consumption_Equations: X where X is a Boolean value. Where 1 uses the consumption equations specified in the FOFEM_FuelBeds (28-33). Where 0 is the same as omitting the switch.
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NOTE: This is an optional input.
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Valid rage: 0, 1
Season Switch
FOFEM_Season: Summer
FOFEM_Season: X where X is a recognized FOFEM Season
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Valid range: Spring, Summer, Fall, or Winter.
Region Switch
FOFEM_Region: I
FOFEM_Region: X where X is a valid FOFEM region
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Valid range: P = Pacific West, I = Interior West, N = North East, or S = South East
Foliage Consumption Switch
FOFEM_Percent_Foliage_Branch_Consumed: 75
FOFEM_Percent_Foliage_Branch_Consumed: X where X is the percent of crown foliage and branches consumed entered as an integer.
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Valid range: 0-100
Fuel Moisture Switches
FOFEM_10_Hour_FM: 10.0
FOFEM_1000_Hour_FM: 15.0
FOFEM_Duff_FM: 40
FOFEM_Duff_1000_Hour_x_3: 1
FOFEM_10_Percent_Duff_Moisture: 0
FOFEM_Moisture_Precision: 1
FOFEM_10_Hour_FM: X where X is the 10-hour fuel moisture percent entered as an integer applied globally.
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Valid range: 3-298
FOFEM_1000_Hour_FM: X where X is the 1000-hour fuel moisture percent entered as an integer applied globally.
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Valid range: 1-300
FOFEM_Duff_FM: X where X is the duff fuel moisture percent entered as an integer applied globally.
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Valid range: 10-197
FOFEM_Duff_1000_Hour_x_3: X where X is a Boolean value. When set to 1, set duff moisture as FOFEM_1000_Hour_File cell value x 3 for cells that do not have duff fuel moisture in the FOFEM_Duff_File grid or FOFEM_Duff_File is not used. Set duff moisture as FOFEM_1000_Hour_FM x 3 when no FOFEM_1000_Hour_File is defined. Set duff moisture as the FOFEM_Duff_FM value for cells that do not have duff fuel moisture in the FOFEM_Duff_File grid and FOFEM_1000_Hour_File cell value is undefined. When set to 0, the FOFEM_Duff_FM value is used when FOFEM_Duff_File value is undefined or FOFEM_Duff_File is not used.
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NOTE: This is an optional input
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NOTE: The FMSF reads in this input but at the current time, it does not allow for GeoTIFFs created from other than the LFPS to be uploaded so this will be ignored.
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Valid range: 0, 1
FOFEM_10_Percent_Duff_Moisture: X where X is a Boolean value. When set to 1, 100% of the duff for any cell with 10% or less duff moisture will be consumed. When set to 0, and a cell's duff moisture is 10% or less, the duff moisture will be set to 11% to prevent consuming 100% of the duff.
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NOTE: This is an optional input
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Valid range: 0, 1
FOFEM_Moisture_Precision: X where X is an integer representing the number of decimal places to use for fuel moisture percent duff and fuel moistures when the values are retrieved from a GeoTIFF file.
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NOTE: This is an optional input, the default is 0
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NOTE: The FMSF reads in this input but at the current time, it does not allow for GeoTIFFs created from other than the LFPS to be uploaded so this will be ignored.
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Valid range: 0-6
Output Switches
FOFEM_TOTAL_FUEL_CONSUMED:
FOFEM_TOTAL_FUEL_PERCENT_REDUCED:
FOFEM_FLAMING_PM25:
FOFEM_FLAMING_PM10:
The SpatialFOFEM Consumption and Emissions model will produce up to 112 gridded output layers as well as two non-grid outputs.
Gridded outputs are requested by using the appropriate switch(s) in the input file. The order the switch(s) are listed in the input file correlate to the band order in the output GeoTIFF. The non-gridded outputs are always generated and cannot be requested.
Grid outputs (part of the multi-band GeoTIFF)
|
Switch |
Output Layer |
Units |
|---|---|---|
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FOFEM_TOTAL_FUEL_PREBURN: |
Total fuel preburn loading |
T/acre |
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FOFEM_TOTAL_FUEL_CONSUMED: |
Total fuel consumed |
T/acre |
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FOFEM_TOTAL_FUEL_POSTBURN: |
Total fuel postburn loading |
T/acre |
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FOFEM_TOTAL_FUEL_PERCENT_REDUCED: |
Total fuel reduction |
Percent |
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FOFEM_LITTER_PREBURN: |
Litter preburn loading |
T/acre |
|
FOFEM_LITTER_CONSUMED: |
Litter inch fuel consumed |
T/acre |
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FOFEM_LITTER_POSTBURN: |
Litter inch postburn loading |
T/acre |
|
FOFEM_LITTER_PERCENT_REDUCED: |
Litter inch reduction |
Percent |
|
FOFEM_1_HOUR_PREBURN: |
0-¼ inch preburn loading |
T/acre |
|
FOFEM_1_HOUR_CONSUMED: |
0-¼ inch fuel consumed |
T/acre |
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FOFEM_1_HOUR_POSTBURN: |
0-¼ inch postburn loading |
T/acre |
|
FOFEM_1_HOUR_PERCENT_REDUCED: |
0-¼ inch reduction |
Percent |
|
FOFEM_10_HOUR_PREBURN: |
¼-1 inch preburn loading |
T/acre |
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FOFEM_10_HOUR_CONSUMED: |
¼-1 inch fuel consumed |
T/acre |
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FOFEM_10_HOUR_POSTBURN: |
¼-1 inch postburn loading |
T/acre |
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FOFEM_10_HOUR_PERCENT_REDUCED: |
¼-1 inch reduction |
Percent |
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FOFEM_100_HOUR_PREBURN: |
1-3 inch preburn loading |
T/acre |
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FOFEM_100_HOUR_CONSUMED: |
1-3 inch fuel consumed |
T/acre |
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FOFEM_100_HOUR_POSTBURN: |
1-3 inch postburn loading |
T/acre |
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FOFEM_100_HOUR_PERCENT_REDUCED: |
1-3 inch reduction |
Percent |
|
FOFEM_SOUND_3_6_PREBURN: |
3-6 inch Sound preburn loading |
T/acre |
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FOFEM_SOUND_3_6_CONSUMED: |
3-6 inch Sound fuel consumed |
T/acre |
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FOFEM_SOUND_3_6_POSTBURN: |
3-6 inch Sound postburn loading |
T/acre |
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FOFEM_SOUND_3_6_PERCENT_REDUCED: |
3-6 inch Sound reduction |
Percent |
|
FOFEM_SOUND_6_9_PREBURN: |
6-9 inch Sound preburn loading |
T/acre |
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FOFEM_SOUND_6_9_CONSUMED: |
6-9 inch Sound fuel consumed |
T/acre |
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FOFEM_SOUND_6_9_POSTBURN: |
6-9 inch Sound postburn loading |
T/acre |
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FOFEM_SOUND_6_9_PERCENT_REDUCED: |
6-9 inch Sound reduction |
Percent |
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FOFEM_SOUND_9_20_PREBURN: |
9-20 inch Sound preburn loading |
T/acre |
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FOFEM_SOUND_9_20_CONSUMED: |
9-20 inch Sound fuel consumed |
T/acre |
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FOFEM_SOUND_9_20_POSTBURN: |
9-20 inch Sound postburn loading |
T/acre |
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FOFEM_SOUND_9_20_PERCENT_REDUCED: |
9-20 inch Sound reduction |
Percent |
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FOFEM_SOUND_20_PLUS_PREBURN: |
20+ inch Sound preburn loading |
T/acre |
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FOFEM_SOUND_20_PLUS_CONSUMED: |
20+ inch Sound fuel consumed |
T/acre |
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FOFEM_SOUND_20_PLUS_POSTBURN: |
20+ inch Sound postburn loading |
T/acre |
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FOFEM_SOUND_20_PLUS_PERCENT_REDUCED: |
20+ inch Sound reduction |
Percent |
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FOFEM_ROTTEN_3_6_PREBURN: |
3-6 inch Rotten preburn loading |
T/acre |
|
FOFEM_ROTTEN_3_6_CONSUMED: |
3-6 inch Rotten fuel consumed |
T/acre |
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FOFEM_ROTTEN_3_6_POSTBURN: |
3-6 inch Rotten postburn loading |
T/acre |
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FOFEM_ROTTEN_3_6_PERCENT_REDUCED: |
3-6 inch Rotten reduction |
Percent |
|
FOFEM_ROTTEN_6_9_PREBURN: |
6-9 inch Rotten preburn loading |
T/acre |
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FOFEM_ROTTEN_6_9_CONSUMED: |
6-9 inch Rotten fuel consumed |
T/acre |
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FOFEM_ROTTEN_6_9_POSTBURN: |
6-9 inch Rotten postburn loading |
T/acre |
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FOFEM_ROTTEN_6_9_PERCENT_REDUCED: |
6-9 inch Rotten reduction |
Percent |
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FOFEM_ROTTEN_9_20_PREBURN: |
9-20 inch Rotten preburn loading |
T/acre |
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FOFEM_ROTTEN_9_20_CONSUMED: |
9-20 inch Rotten fuel consumed |
T/acre |
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FOFEM_ROTTEN_9_20_POSTBURN: |
9-20 inch Rotten postburn loading |
T/acre |
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FOFEM_ROTTEN_9_20_PERCENT_REDUCED: |
9-20 inch Rotten reduction |
Percent |
|
FOFEM_ROTTEN_20_PLUS_PREBURN: |
20+ inch Rotten preburn loading |
T/acre |
|
FOFEM_ROTTEN_20_PLUS_CONSUMED: |
20+ inch Rotten fuel consumed |
T/acre |
|
FOFEM_ROTTEN_20_PLUS_POSTBURN: |
20+ inch Rotten postburn loading |
T/acre |
|
FOFEM_ROTTEN_20_PLUS_PERCENT_REDUCED: |
20+ inch Rotten reduction |
Percent |
|
FOFEM_DUFF_PREBURN: |
Duff preburn loading |
T/acre |
|
FOFEM_DUFF_CONSUMED: |
Duff fuel load consumed |
T/acre |
|
FOFEM_DUFF_POSTBURN: |
Duff postburn loading |
T/acre |
|
FOFEM_DUFF_PERCENT_REDUCED: |
Duff fuel load reduction |
Percent |
|
FOFEM_DUFF_DEPTH_PREBURN: |
Duff preburn depth |
inches |
|
FOFEM_DUFF_DEPTH_CONSUMED: |
Duff depth consumed |
inches |
|
FOFEM_DUFF_DEPTH_POSTBURN: |
Duff postburn depth |
inches |
|
FOFEM_DUFF_DEPTH_PERCENT_REDUCED: |
Duff depth reduced |
Percent |
|
FOFEM_MINERAL_SOIL_EXPOSED: |
Mineral soil exposed |
Percent |
|
FOFEM_HERB_PREBURN: |
Herbaceous preburn loading |
T/acre |
|
FOFEM_HERB_CONSUMED: |
Herbaceous fuel consumed |
T/acre |
|
FOFEM_HERB_POSTBURN: |
Herbaceous postburn loading |
T/acre |
|
FOFEM_HERB_PERCENT_REDUCED: |
Herbaceous fuel reduction |
Percent |
|
FOFEM_SHRUB_PREBURN: |
Shrub preburn loading |
T/acre |
|
FOFEM_SHRUB_CONSUMED: |
Shrub fuel consumed |
T/acre |
|
FOFEM_SHRUB_POSTBURN: |
Shrub postburn loading |
T/acre |
|
FOFEM_SHRUB_PERCENT_REDUCED: |
Shrub fuel reduction |
Percent |
|
FOFEM_FOLIAGE_PREBURN: |
Crown foliage preburn loading |
T/acre |
|
FOFEM_FOLIAGE_CONSUMED: |
Crown foliage fuel consumed |
T/acre |
|
FOFEM_FOLIAGE_POSTBURN: |
Crown foliage postburn loading |
T/acre |
|
FOFEM_FOLIAGE_PERCENT_REDUCED: |
Crown foliage fuel reduction |
Percent |
|
FOFEM_BRANCH_PREBURN: |
Crown branchwood preburn loading |
T/acre |
|
FOFEM_BRANCH_CONSUMED: |
Crown branchwood fuel consumed |
T/acre |
|
FOFEM_BRANCH_POSTBURN: |
Crown branchwood postburn loading |
T/acre |
|
FOFEM_BRANCH_PERCENT_REDUCED: |
Crown branchwood fuel reduction |
Percent |
|
FOFEM_LITTER_CARBON_PREBURN: |
Litter preburn carbon loading |
T/acre |
|
FOFEM_LITTER_CARBON_POSTBURN: |
Litter postburn carbon loading |
T/acre |
|
FOFEM_WOOD_CARBON_PREBURN: |
Wood preburn carbon loading |
T/acre |
|
FOFEM_WOOD_CARBON_POSTBURN: |
Wood postburn carbon loading |
T/acre |
|
FOFEM_DUFF_CARBON_PREBURN: |
Duff preburn carbon loading |
T/acre |
|
FOFEM_DUFF_CARBON_POSTBURN: |
Duff postburn carbon loading |
T/acre |
|
FOFEM_HERB_CARBON_PREBURN: |
Herbaceous preburn carbon loading |
T/acre |
|
FOFEM_HERB_CARBON_POSTBURN: |
Herbaceous postburn carbon loading |
T/acre |
|
FOFEM_SHRUB_CARBON_PREBURN: |
Shrub preburn carbon loading |
T/acre |
|
FOFEM_SHRUB_CARBON_POSTBURN: |
Shrub postburn carbon loading |
T/acre |
|
FOFEM_FOLIAGE_BRANCH_CARBON_PREBURN: |
Crown preburn carbon loading |
T/acre |
|
FOFEM_FOLIAGE_BRANCH_CARBON_POSTBURN: |
Crown postburn carbon loading |
T/acre |
|
FOFEM_TOTAL_CARBON_PREBURN: |
Total preburn carbon loading |
T/acre |
|
FOFEM_TOTAL_CARBON_POSTBURN: |
Total postburn carbon loading |
T/acre |
|
FOFEM_FLAMING_CO2: |
CO2 produced by flaming |
lb./acre |
|
FOFEM_FLAMING_CO: |
CO produced by flaming |
lb./acre |
|
FOFEM_FLAMING_CH4: |
CH4 produced by flaming |
lb./acre |
|
FOFEM_FLAMING_NOX: |
NOX produced by flaming |
lb./acre |
|
FOFEM_FLAMING_SO2: |
SO2 produced by flaming |
lb./acre |
|
FOFEM_FLAMING_PM25: |
PM 2.5 produced by flaming |
lb./acre |
|
FOFEM_FLAMING_PM10: |
PM 10 produced by flaming |
lb./acre |
|
FOFEM_SMOLDERING_CO2: |
CO2 produced by smoldering |
lb./acre |
|
FOFEM_SMOLDERING_CO: |
CO produced by smoldering |
lb./acre |
|
FOFEM_SMOLDERING_CH4: |
CH4 produced by smoldering |
lb./acre |
|
FOFEM_SMOLDERING_NOX: |
NOX produced by smoldering |
lb./acre |
|
FOFEM_SMOLDERING_SO2: |
SO2 produced by smoldering |
lb./acre |
|
FOFEM_SMOLDERING_PM25: |
PM 2.5 produced by smoldering |
lb./acre |
|
FOFEM_SMOLDERING_PM10: |
PM 10 produced by smoldering |
lb./acre |
|
FOFEM_TOTAL_CO2: |
CO2 produced by flaming and smoldering |
lb./acre |
|
FOFEM_TOTAL_CO: |
CO produced by flaming and smoldering |
lb./acre |
|
FOFEM_TOTAL_CH4: |
CH4 produced by flaming and smoldering |
lb./acre |
|
FOFEM_TOTAL_NOX: |
NOX produced by flaming and smoldering |
lb./acre |
|
FOFEM_TOTAL_SO2: |
SO2 produced by flaming and smoldering |
lb./acre |
|
FOFEM_TOTAL_PM25: |
PM 2.5 produced by flaming and smoldering |
lb./acre |
|
FOFEM_TOTAL_PM10: |
PM 10 produced by flaming and smoldering |
lb./acre |
Non-grid outputs
Warnings.csv reports any run time warnings present the fuelbed number, 10-hr moisture, 3”+ moisture, duff moisture, cell count and warning/error for the associated warning record.
Statistics.csv includes summary statistics for all inputs and outputs.
Switches Not Currently Supported by the FMSF
The FMSF does not currently support all switches available within the SpatialFOFEM Consumption and Emissions model. Those not supported are listed below.
FOFEM_10_Hour_File: X where X is the complete path to the 10-hr fuel moisture GeoTIFF.
-
The FMSF requires this data be a part of the GeoTIFF which includes the FCCS layer
FOFEM_10_Hour_Layer_Number: X where X where X is the band number of the 10-hr fuel moisture data in the GeoTIFF.
-
Currently the FMSF only permits GeoTIFFs created through the LANDFIRE Product Service. We will be working on allowing users to upload their own in a future release
FOFEM_1000_Hour_File: X where X is the complete path to the 1000-hour fuel moistures GeoTIFF.
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The FMSF requires this data be a part of the GeoTIFF which includes the FCCS layer
FOFEM_1000_Hour_Layer_Number: X where X where X is the band number of the 1000-hr fuel moisture data in the GeoTIFF.
-
Currently the FMSF only permits GeoTIFFs created through the LANDFIRE Product Service. We will be working on allowing users to upload their own in a future release
FOFEM_Duff_File: X where X is the complete path to the duff fuel moisture GeoTIFF.
-
The FMSF requires this data be a part of the GeoTIFF which includes the FCCS layer
FOFEM_Duff_Layer_Number: X where X where X is the band number of the duff moisture data in the GeoTIFF.
-
Currently the FMSF only permits GeoTIFFs created through the LANDFIRE Product Service. We will be working on allowing users to upload their own in a future release