Brown, S., and G. Gaston. 1996. Tropical Africa: Land Use, Biomass, and Carbon Estimates For 1980. ORNL/CDIAC-92, NDP-055. Carbon Dioxide Information Analysis Center, U.S. Department of Energy, Oak Ridge National Laboratory, Oak Ridge, Tennessee, U.S.A.

    TABLES

  1. Files in this numeric data package
  2. Assignment of the biomass indices to potential biomass densities based on forest inventories
  3. Emission of CO2, CO, and CH4 that would have occurred if the measured reduction in dry biomass (from potential to actual in 1980) were burned as fuelwood.
  4. Variable formats of biomax.asc/biomax.vat, land.asc/land.vat, and lakes.asc/lakes.vat
  5. Variable formats of pd80.asc, and bio1980.asc
  6. Variable formats of t_afr.asc/t_afr.pat
  7. Variable formats of africa.asc/africa.patsum1980
----------------------------------------------------------------------------------------------
Table 1. Files in this numeric data package

File File name File size File description no. (bytes) 1 ndp055.txt 68,055 Descriptive file 2 trop_africa.prj 809 ARC/INFO projection file with parameters for the ARC/INFO grids and coverages in this NDP. 3 biomax.e00 32,740,858 ARC/INFO exported integer grid containing maximum potential biomass density data in Mg/ha. 4 biomax.asc 10,158,473 ASCII file containing maximum potential biomass density data in Mg/ha produced using the ARC/INFO GRIDASCII command. 5 lakes.e00 32,740,652 ARC/INFO exported integer grid containing the location of all nonseasonal lakes (> 20 km in any direction) in Tropical Africa. 6 lakes.asc 13,785,885 ASCII file containing the location of all nonseasonal lakes (>20 km in any direction) in Tropical Africa, produced using the ARC/INFO GRIDASCII command. 7 land.e00 32,740,652 ARC/INFO exported integer grid containing land-use information classified into four categories. 8 land.asc 9,032,121 ASCII file containing land-use information classified into four categories produced using the ARC/INFO GRIDASCII command. 9 intgrid.for 874 FORTRAN retrieval program to read and print the ASCII data files biomax.asc, lakes.asc, and land.asc (output from the ARC/INFO GRIDASCII command for the integer grids: biomax, lakes, and land). 10 intgrid.sas 356 SAS retrieval program to read and print the ASCII data files biomax.asc, lakes.asc, and land.asc (output from the ARC/INFO GRIDASCII command for the integer grids: biomax, lakes, and land). 11 bio1980.e00 32,740,307 ARC/INFO exported floating-point grid containing the calculated actual aboveground live biomass in open and closed forests for 1980 in Mg/ha. 12 bio1980.asc 13,936,491 ASCII file containing the calculated actual aboveground live biomass in open and closed forests for 1980 in Mg/ha (produced using the ARC/INFO GRIDASCII command). 13 pd80.e00 32,740,307 ARC/INFO exported floating-point grid containing population -density data for 1980 in people per km 2. 14 pd80.asc 12,899,980 ASCII file containing population-density data for 1980 in people per km 2(produced using the ARC/INFO GRIDASCII command). 15 realgrid.for 862 FORTRAN retrieval program to read and print the ASCII data files pd80.asc and bio1980.asc (output from the ARC/INFO GRIDASCII command for the floating point grids: bio1980 and pd80). 16 realgrid.sas 362 SAS retrieval program to read and print the ASCII data files pd80.asc and bio1980.asc (output from the ARC/INFO GRIDASCII command for the floating point grids: bio1980 and pd80). 17 africa.e00 367,612 ARC/INFO exported coverage that contains the amount of land and biomass in open and closed forest by country for 1980. 18 t_afr.e00 1,333,765 ARC/INFO exported coverage that contains population density data for 1960, 1970, 1980, and 1990 for the subnational political units used in this data base. 19 africa.asc 5,187 ASCII file containing the attribute information associated with africa.PAT derived from africa.e00 (file 17). and biomass in open and closed forest by country for 1980. 20 africa.for 642 FORTRAN retrieval program to read and print africa.asc (file 19). 21 africa.sas 422 SAS retrieval program to read and print africa.asc (file 19). 22 t_afr.asc 78,701 ASCII file containing the attribute information associated with t_afr.PAT derived from t_afr.e00 (file 18). 23 t_afr.for 600 FORTRAN retrieval program to read and print t_afr.asc (file 22). 24 t_afr.sas 388 SAS retrieval program to read and print t_afr.asc 25 africa_1980bio.gif 29576 Graphic map, "Calculated Actual Aboveground Live Biomass (1980)" 26 africa_biomax.gif 30450 Graphic map, "Maximum Potential Biomass Density" 27 africa_lc.gif 28052 Graphic map, "Land Use" 28 areaclsdforest.gif 15343 Graphic map, "Area of Closed Forest (By Country)" 29 areaopnforest.gif 15279 Graphic map, "Area of Open Forest (By Country)" 30 clsdforestbio.gif 14575 Graphic map, "Mean Biomass of Closed Forests (By Country)" 31 opnforestbio.gif 14903 Graphic map, "Mean Biomass of Open Forests (By Country)" 32 pctforest.gif 13891 Graphic map, "Percent Forest Cover (By Country)" 32 totforestbio.gif 15532 Graphic map, "Total Forest Biomass (By Country)" 33 pop1990.gif 27215 Graphic map, "Population Density - 1990" 34 pop1980.gif 26770 Graphic map, "Population Density - 1980" 35 pop1970.gif 26713 Graphic map, "Population Density - 1970" 36 pop1960.gif 24530 Graphic map, "Population Density - 1960" 37 table.txt 22112 ASCII version of this file (data tables)


-------------------------------------------------------------------------------------------
Table 2. Assignment of the biomass indices to potential biomass densities based on forest inventories.
------------------------------------------------------------------------------------------- 
Potential biomass index            Potential biomass (Mg/ha)
------------------------------------------------------------------------------------------- 
        41 -  45                             1 
        46 -  50                             7 
        51 -  55                            15(limit of open forest)
        56 -  60                            27
        61 -  65                            42
        66 -  70                            75
        71 -  75                           150
        76 -  80                           250
        81 -  85                           350
        86 -  90                           425
        91 -  95                           475
        96 - 100                           500
-------------------------------------------------------------------------------------------

Table 3. Emission of CO2, CO, and CH4, that would have occurred if the measured reduction in dry biomass (from potential to actual in 1980) were burned as fuelwood.
------------------------------------------------------------------------------------------- 
                                   Emissions from fuelwood burning

                                  Closed Forest         Open Forest
------------------------------------------------------------------------------------------- 
Biomass reduction (kg/ha)             86,900             40,500
Carbon reduction (kg/ha)              43,450             20,250

Emissions (g of C/ha)
     C[C02]                       34,760 +/- 5,648   16,200 +/- 2,633
     C[C0]                         2,607 +/- 869      1,215 +/- 405  
     C[CH4]                          130 +/- 52          61 +/- 24    
     C[other1]                         5,953             2,774 

Total area (ha)                     402.5 x 106        815.6 x 106
Total Emissions (kg)
     C[C02]                         14.00 x 1012       13.21 x 1012
     C[C0]                           1.05 x 1012        0.99 x 1012
     C[CH4]                          0.05 x 1012        0.05 x 1012  
-------------------------------------------------------------------------------------------
1Predominantly charcoal. 
-------------------------------------------------------------------------------------------

Table 4. Variable formats for biomax.asc, lakes.asc, and land.asc
Variable      Variable   Variable  Starting  Ending      Description  
              type       width     column    column

NCOLS         Integer     5         15        19         The number of columns in 
                                                         the data file (values per row)
                                               
NROWS         Integer     5         15        19         The number of rows in the data file
                                             
XLLCORNR       Real      15.5       15        29         The X coordinate of the lower-left
                                                         corner of a box covering the data area
                                           
YLLCORNR       Real      15.5       15        29         The Y coordinate of the lower-left
                                                         corner of a box covering the data area

CSIZE         Integer     5         15        19         The size in meters of the square
                                                         grid cells
                                           
NODATA        Integer     5         15        19         The value (i.e., -9999) used to
                                                         represent areas with NO DATA

        ------------------END OF HEADER----------------------

VALUE(1,1)    Integer     5          2         6         An explanation of the "value" field
                                                         is found at the end of table 2. 
VALUE(1,2)    Integer     5          8        12

...

VALUE(1,1533) Integer     5      9,194     9,198

VALUE(1,1534) Integer     5      9,200     9,204

        ------------------END OF ROW 1-----------------------

VALUE(2,1)    Integer     5          2         6

VALUE(2,2)    Integer     5          8        12

...

VALUE(2,1533) Integer     5      9,194     9,198

VALUE(2,1534) Integer     5      9,200     9,204

        ------------------END OF ROW 2-----------------------

...

VALUE(1502,1534) Int      5      9,200     9,204

        ------------------END OF FILE-------------------------



BIOMAX.ASC/BIOMAX.VAT*  - "value" is a single cell of an integer array with 1,502 rows and
             1,534 columns containing the maximum potential aboveground
             biomass in Mg/ha estimated using climatic, topographic, and 
             geomorphic information.

LAKES.ASC/LAKES.VAT*  - "value" is a single cell of an integer arry with 1,502 rows and
             1,534 columns showing the location of non-seasonal medium-to-large
             lakes in Africa.  Cells may have a value of -999 (NODATA) or 4.  A
             value of 4 indicates that 50% or more of the cell's 25 km2
             area was underwater in 1980.

LAND.ASC/LAND.VAT*   - "value" is a single cell of an integer array with 1,502 rows and
             1,534 columns containing one of four land-use classes:

             Value        Land Cover
               1          Closed Forest (includes tropical and seasonal forests)
               2          Open Forest (woodland/wooded savanna)
               3          Grassland Savanna 
               4          Other (includes agriculture)
           -9999          No Data                          

*Use the IMPORT GRID command at the ARC prompt to import the *e00 files (biomax.e00,
lakes.e00, and land.e00) into ARC/INFO.  The VAT (value attribute table) associated with 
each of these integer grids is populated with a field called VALUE (see descriptions above) 
and a field named COUNT (which records the number of times a VALUE is encountered within the 
grid).
-----------------------------------------------------------------------------------------------
Table 5. Variable formats for pd80.asc and bio1980.asc.
Variable      Variable   Variable  Starting  Ending      Description  
              type       width     column    column

NCOLS         Integer     5         15        19         The number of columns in 
                                                         the data file (values per row)
                                               
NROWS         Integer     5         15        19         The number of rows in the data file
                                             
XLLCORNR       Real      15.5       15        29         The X coordinate of the lower-left
                                                         corner of a box covering the data area
                                           
YLLCORNR       Real      15.5       15        29         The Y coordinate of the lower-left
                                                         corner of a box covering the data area

CSIZE         Integer     5         15        19         The size in meters of the square
                                                         grid cells
                                           
NODATA         Real       8.2       15        22         The value (i.e., -9999).00 used to
                                                         represent areas with NO DATA

        ------------------END OF HEADER----------------------

VALUE(1,1)     Real       8.2        2         9         An explanation of the "value" field
                                                         is found at the end of table 2. 
VALUE(1,2)     Real       8.2       11        18

...

VALUE(1,1533)  Real       8.2   13,790    13,797

VALUE(1,1534)  Real       8.2   13,799    13,806

        ------------------END OF ROW 1-----------------------

VALUE(2,1)     Real       8.2        2         9

VALUE(2,2)     Real       8.2       11        18

...

VALUE(2,1533)  Real       8.2   13,790    13,797

VALUE(2,1534)  Real       8.2   13,799    13,806

        ------------------END OF ROW 2-----------------------

...

VALUE(1502,1534)Real      8.2   13,799    13,806

        ------------------END OF FILE-------------------------



PD80.ASC* - "value" is a single cell of a real number array with 1,502 rows and 1,534 columns containing population densities recorded in people per km2 for sub-national political units in Tropical Africa. BIO1980.ASC* - "value" is a single cell of a real number array with 1,502 rows and 1,534 columns containing an estimate of the aboveground biomass density of wooded vegetation in 1980 for Tropical Africa. Values are in Mg/ha and were estimated based on the maximum potential biomass data (BIOMAX.ASC), the land-use data (LAND.ASC and LAKES.ASC), and a degradation ratio derived from the population information in T_AFR.ASC.
*Use the IMPORT GRID command at the ARC prompt to import the *e00 files (pd80.e00 and bio1980.e00) into ARC INFO. These are floating point grids and therefore do not have a VAT (value attribute table) associated with them. Grid values are described above.

------------------------------------------------------------------------------------------------
Table 6. Variable formats of t_afr.asc/t_afr.pat.

Variable      Variable   Variable  Starting  Ending      Description  
              type       width     column    column

COUNTRY      Character   30          1        30         Country name.
                                               
CNTRY_NO      Integer     5         32        36         A unique numeric identification code
                                                         for each country.
                                             
ADMP          Integer     4         38        41         A unique identification code for
                                                         administrative divisions or 
                                                         metropolitan places in Tropical Africa.
                                           
ADMP_NM      Character   40         43        82         The name of the given division, 
                                                         metropolitan place, or subnational 
                                                         political unit.

PD60           Real       8.3       84        91         The population density for 1960 in
                                                         people/km2
                                           
PD70           Real       8.3       93       100         The population density for 1970 in
                                                         people/km2

PD80           Real       8.3      102       109         The population density for 1980 in
                                                         people/km2

PD90           Real       8.3      111       118         The population density for 1990 in
                                                         people/km2

LANDAREA      Integer    10        120       129         The land area in km2 of the
                                                         given division, metropolitan place, or
                                                         subnational political unit.

*Use the IMPORT COVER command at the ARC prompt to import t_afr.e00 into ARC/INFO. The 
polygon coverage has a PAT (polygon attribute table) associated with it.  The items 
descriptions listed above refer to t_afr.asc (ASCII file) and to items carried
on the T_AFR.PAT.

NOTE:  Values of -1.00 for variables PD60, PD70, PD80 and PD90 indicate that data were
not available from the FAO for the given political subdivision.  


------------------------------------------------------------------------------------------------
Table 7. Variables formats of africa.asc/africa.patsum1980.

Variable      Variable   Variable  Starting  Ending      Description  
              type       width     column    column

COUNTRY      Character   30          1        30         Country name.
                                               
CNTRY_NO      Integer     5         32        36         A unique numeric identification code
                                                         for each country.
                                             
TOTCEL        Integer    11         38        48         The number of 5km x 5km  cells 
                                                         within a country.           
                                           
TOTAREA       Integer    10         50        59         The land area (km2) in
                                                         COUNTRY. 

CFAREA        Integer     9         61        69         The amount of land in closed forests
                                                         (km2) in COUNTRY.
                                           
OFAREA        Integer     9         71        79         The amount or land in open forests 
                                                         (km2) in COUNTRY.

CFBIO          Real      12.1       81        92         The mean biomass of closed forests
                                                         (Mg/ha) for COUNTRY.  

OFBIO          Real      12.1       94       105         The mean biomass of open forests  
                                                         (Mg/ha) for COUNTRY.  

TOTBIO         Real      12.4      107       118         The total biomass of forests          
                                                         (106 Mg) in COUNTRY.

FOREST         Real      12.1      120       131         The percent of COUNTRY that is        
                                                         forested.

*Use the IMPORT COVER command at the ARC prompt to import africa.e00 into ARC/INFO. The 
polygon coverage has a PAT (polygon attribute table)  and an additional INFO table related
to region attributes.  The item descriptions listed above refer to items in the africa.asc 
(ASCII file) and to items carried on the INFO table africa.patsum1980

NOTE: There are no NODATA flags in this file. 


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