National Oceanic and Atmospheric Administration (NOAA), National Environmental Satellite, Data, and Information Service(NESDIS)

Global Monthly AVHRR Climatology Over Land
Clear-sky top-of-the-atmosphere variables


by Garik Gutman, Dan Tarpley, Aleksandr Ignatov, NOAA/NESDIS Satellite Research Laboratory, Camp Springs, Maryland
and Steve Olson, Research and Data Systems Corporation, Greenbelt, Maryland.


This is Volume 3 in the Global Change Data Base:
Editor David Hastings, NOAA/NESDIS National Geophysical Data Center, Boulder, Colorado

This directory contains the documentation on Leemans and Cramer's IIASA Mean Monthly Temperature, Precipitation, and Cloudiness, reproduced from the Global Ecosystems Database:


J.J. Kineman and M.A. Ohrenschall, editors
Global Ecosystems Database
Boulder, Colorado
NOAA National Geophysical Data Center
1992
*LEEMANS & CRAMER IIASA CLIMATE_help
       Global Ecosystems Database Disc A: Chapter 3

  Leemans and Cramer IIASA Mean Monthly Values of Temperature,
         Precipitation, and Cloudiness on a Global Grid

              Average Month Surface Air Temperature
            Average Month Precipitation (uncorrected)
             Average Month "Cloudiness" (% sunshine)

                      DATA-SET DESCRIPTION

Data-Set Name: Leemans and Cramer IIASA Mean Monthly Values of
               Temperature, Precipitation, and Cloudiness on a
               Global Grid

Principal Investigator:  Rik Leemans and Wolfgang P. Cramer
                    International Institute for Applied Systems
                    Analysis

Scientific Reference:    (* reprint on CD-ROM)
+    Leemans, R. and W.P. Cramer, 1991.  The IIASA database for
          mean monthly values of temperature, precipitation and
          cloudiness of a global terrestrial grid. Research
          Report RR-91-18 November 1991, International Institute
          of Applied Systems Analyses, Laxenburg.  61pp.

SOURCE

Source Data Citation:
     Leemans, R., and W.P. Cramer. 1991. The IIASA Database for
          Mean Monthly Values of Temperature, Precipitation, and
          Cloudiness on a Global Terrestrial Grid. Digital Raster
          Data on a 30 minute Geographic (lat/long) 360x720 grid.
          Laxenburg, Austria: IIASA. 9-track tape, 10.3 MB

Contributor:
     Dr. Rik Leemans
     National Institute of Public Health and Environmental
     Protection, RIVM
     P.O. Box 1
     NL-3720 BA Bilthoven, The Netherlands
     (31)30-749111

Distributor:
     IIASA and RIVM

Vintage:
     circa 1990

Lineage:
     (1)  Published records from 1931 to 1960 (see ORIGIN)
     (2)  Data integrated from multiple sources at IIASA (Leemans
          and Cramer)

ORIGINAL DESIGN

Variables:
     (1)  Average Monthly Surface Temperature, converted to C
          (precision=.1C)
     (2)  Monthly Average Precipitation (interpolation of
          measured values), uncorrected for rain-gauge bias.
     (3)  "Cloudiness," expressed as percentage sunshine hours of
          potential hours per month at the land surface.

Origin:
     Weather records from the following sources (see Scientific
          Reference):
     1)   World Weather Records, U.S. Weather Bureau.
     2)   The Climate Atlas of Walter and Lieth
     3)   M|ller: Selected Climatic Data for Vegetation Science, 
          based on:
          a)   UK Meteorological Office records
          b)   World Survey of Climatology (Landsberg)
     4)   Bradley: Precipitation and Temperature Data for the
          Northern Hemisphere
     5)   Selected weather data for Europe from the UK
          Meteorological Office
     6)   Thornthwait and Mather's Temperature & Precipitation data.
     7)   Soviet Temperature and Precipitation data (Siberia)
     8)   Chinese Temperature and Precipitation data (NE China)

Geographic Reference:
     latitude/longitude

Geographic Coverage:
     Global
     Maximum Latitude:   +90 degrees (N)
     Minimum Latitude:   -90 degrees (S)
     Maximum Longitude:  +180 degrees (E)
     Minimum Longitude:  -180 degrees (W)

Geographic Sampling:
     30-minute cell values interpolated from station observations
     using spatial model (see Leemans and Cramer, 1992; pgs. 13-14).

Time Period:
     "current climate" (or "normal climate") as characterized from 
      1931-1960

Temporal Sampling:
     long-term means for each month composited from available 
     records.

INTEGRATED DATA-SET

Data-Set Citation:
     Leemans, R., and W.P. Cramer.  1992.  IIASA Database for
          Mean Monthly Values of Temperature, Precipitation, and
          Cloudiness on a Global Terrestrial Grid. Digital Raster
          Data on a 30 minute Geographic (lat/long) 360x720 grid.
          In: Global Ecosystems Database Version 1.0: Disc A.
          Boulder, CO:  NOAA National Geophysical Data Center.
          36 independent single-attribute spatial layers on CD-
          ROM, 15.6MB. [first published in 1991]

Analyst:
     Mark A. Ohrenschall

Projection:
     Geographic (lat/long), GED window (see User's Guide).

Spatial Representation:
     Characteristic values for 30-minute cells, from a spatial
     model based on irregularly located station data.

Temporal Representation:
     Characteristic months of average climate for 1931-1960 (a
     relatively stable period).

Data Representation:
     1)   Temperature:  2-byte integers, representing surface air
          temperature in 1/10th degrees Celsius (or degrees x 10).
     2)   Precipitation:  2-byte integers, representing average
          monthly precipitation in millimeters (uncorrected)
     3)   Cloudiness:  1-byte integers, representing percentage
          sunshine hours of potential hours per month (0-100).

Layers and Attributes:
     36 independent single-attribute spatial layers

Compressed Data Volume:
     2,260,638 bytes

ADDITIONAL REFERENCES
     Monserud, R.A. and Leemans, R. 1992. The comparison of
          global vegetation maps. Ecol. Modelling (in press).
     Prentice, I.C., Cramer, W., Harrison, S.P, Leemans, R.,
          Monserud, R.A. & Solomon, A.M. 1992. A global biome
          model based on plant physiology and dominance, soil
          properties and climate. J. Biogeography (in press).
     Solomon, A.M. and R. Leemans. 1990. Climatic change and
          landscape-ecological response: Issues and analyses. In:
          Boer, M.M. and de Groot, R.S. (eds.), Landscape
          Landscape Ecological Impact of Climatic Change.  IOS
          Press, Amsterdam. pp. 293-316 (ISBN 90 5199 023 5).

                        TECHNICAL REPORT

Mark A. Ohrenschall
NOAA National Geophysical Data Center
Boulder, Colorado

The source data were in lat/long projection at 0.5-degree
resolution.  The source files were in a ASCII record format, with
ocean cells omitted.  Each data file had a header line containing
two different FORTRAN format statements, followed by fixed-length
data records containing latitude and longitude in tenths of
degrees, referencing the south-west corner of the grid cell,
followed by that cell's twelve monthly values.

A raster data file was created for each month for each parameter,
setting the background to a no-data flag and a program was
written to read in grid values from the source files.  Results
were checked by spot-checking individual grid points.

The original data structure was compatible with the GED grid
conventions, and no changes were made in the original data
values, numerical type, or precision.

The data were inspected to verify that there were no obvious
artifacts and to spot check the final integrated data against the
original source.  Some comparisons were made with other data-sets
in the database, e.g., the Legates and Willmott data, finding
some discrepancies.  In particular, comparison with local
patterns (e.g., near Mexico) indicated potentially large
differences due to variable surface conditions.  Otherwise, the
data appear to be representative of broad-scale patterns, and
reviewers noted that it may provide better resolution than the
Legates and Willmott data.
*LEEMANS & CRAMER IIASA CLIMATE
ANCILLARY ENVIRONMENTAL DATA
Avg Month Air Temp #*AVG MONTH AIR TEMP
Avg Month Precip #*AVG MONTH PRECIP
Avg Month "Cloudiness" #*AVG MONTH "CLOUDINESS"
Scanned Documentation #*LC SCANNED DOCUMENTATION
*LC SCANNED DOCUMENTATION_help
"Hints on Scanned Documentation"

The scanned documentation noted here is contained in the \document
directory on the CD-ROM as .gif files. These files can be read by
any computer program that reads PC Paintbrush  format files. 
The GeoVu software provided on this CD-ROM contains such a utility.

To use the GeoVu utility, merely select the appropriate file from
this menu, using the "Open Data" option that you have been using to
this point.

If you are VERY NEW to GeoVu, you can open a file by

1. Selecting "File" from the options at the top of your screen.

2. After selecting "File" select "Open Data" from the options that 
   appear in the pull-down menu.

3. Follow the hierarchy of menu paths to the data of your choice.

4. When the hierarchy leads you to a topic "Scanned Documentation"
merely select that topic. The next topic should read "Page 1, Page
2,... etc." or "Paper 1 Page 1, Paper 1 Page 2, .... Paper 2 Page
1.... etc. You can select the pages manually, or create a "slide
show" under the Utilities option at the top of the screen. The first
time the .gif file displays it might be reduced in size. This is a
"feature" of current versions of GeoVu that might be improved in the
future. If you redisplay the image (by selecting "Search" from the
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pulled down, you can modify the parameter that sets the sampling
rate from "n" [usually 2, 3, 4, or 5] to 1). This will give you full
resolution display of the scanned documentation.

It should be noted that this scanned documentation is a compromise.
We originally attempted to use optical character recognition
software to convert the scanned documentation to more usable text.
However, the technology was too immature at the time of scanning
(1992) to use successfully. Indeed, as of this writing (late 1995)
the technology is still too immature for convenient application to
this problem.

Thus, we present the scanned documentation as images.

NOTE: Many of the original documents are not copyright, and may be
reproduced freely. However, several other documents ARE copyright.
The National Geophysical Data Center has obtained permission to
reproduce all documents with a valid copyright. However, this
permission does not pass automatically to anyone else. Thus, though
all of the data on this CD-ROM are unrestricted, much of the scanned
documentation (which contains copyright notices) may not be
distributed further, without permission of the copyright holder, or
without a dontribution made to the Copyright Clearance Center under
the rules noted in the individual papers. (Also note that a few
documents authored by U. S. Government employees or contractors as
part of their work for the Government, had copyrights claimed by the
journals that published the papers. Such documents are not subject
to copyright, and the copyright claims of said journals have been
determined to be meritless.)

*LC SCANNED DOCUMENTATION
LEEMANS & CRAMER IIASA CLIMATE
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    *AVG MONTH AIR TEMP_help
    DATA ELEMENT:       Average Month Surface Air Temperature
    
    STRUCTURE:
         Raster Data Files:  0.5-degree 360x720 GED grid
         (see User's Guide)
    
    SERIES:
         series of 12 characteristic months
    
    SPATIAL META-DATA:
    LCTMP01.DOC
    file title  : Leemans and Cramer January Temperature (0.1C)
    data type   : integer
    file type   : binary
    columns     : 720
    rows        : 360
    ref. system : lat/long
    ref. units  : deg
    unit dist.  : 1.0000000
    min. X      : -180.0000000
    max. X      : 180.0000000
    min. Y      : -90.0000000
    max. Y      : 90.0000000
    pos'n error : unknown
    resolution  : 0.5000000
    min. value  : -583
    max. value  : 406
    value units : 0.1 degrees Celsius
    value error : unknown
    flag value  : -999
    flag def'n  : flag value -999 indicates no data
    legend cats : 0
    
    File Series Parameters:
    File      Month   Minimum   Maximum
    LCTMP01:  January   -583      406
    LCTMP02:  February  -546      413
    LCTMP03:  March     -512      423
    LCTMP04:  April     -430      432
    LCTMP05:  May       -284      434
    LCTMP06:  June      -223      429
    LCTMP07:  July      -222      441
    LCTMP08:  August    -214      423
    LCTMP09:  September -272      426
    LCTMP10:  October   -371      423
    LCTMP11:  November  -445      420
    LCTMP12:  December  -533      417
    
    ATTRIBUTE META-DATA:
    NONE
    
    NOTES:
         (1)  units are in 1/10th degrees Celsius
    *AVG MONTH AIR TEMP
    LEEMANS & CRAMER IIASA CLIMATE
    January #\data\ncillary\lctmp01.img
    February #\data\ncillary\lctmp02.img
    March #\data\ncillary\lctmp03.img
    April #\data\ncillary\lctmp04.img
    May #\data\ncillary\lctmp05.img
    June #\data\ncillary\lctmp06.img
    July #\data\ncillary\lctmp07.img
    August #\data\ncillary\lctmp08.img
    September #\data\ncillary\lctmp09.img
    October #\data\ncillary\lctmp10.img
    November #\data\ncillary\lctmp11.img
    December #\data\ncillary\lctmp12.img
    *AVG MONTH PRECIP_help
    DATA ELEMENT:       Average Month Precipitation (uncorrected)
    
    STRUCTURE:
         Raster Data File:.5-degree 360x720 GED grid (see User's Guide)
    
    SERIES:
         series of 12 characteristic months
    
    SPATIAL META-DATA:
    LCPRC01.DOC
    file title  : Leemans and Cramer January Precipitation (mm/mth)
    data type   : integer
    file type   : binary
    columns     : 720
    rows        : 360
    ref. system : lat/long
    ref. units  : deg
    unit dist.  : 1.0000000
    min. X      : -180.0000000
    max. X      : 180.0000000
    min. Y      : -90.0000000
    max. Y      : 90.0000000
    pos'n error : unknown
    resolution  : 0.5000000
    min. value  : 0
    max. value  : 942
    value units : millimeters/month
    value error : unknown
    flag value  : -999
    flag def'n  : flag value -999 indicates no data
    legend cats : 0
    
    File Series Parameters:
    File      Month   Minimum   Maximum
    LCPRC01:  January    0        942
    LCPRC02:  February   0        652
    LCPRC03:  March      0        830
    LCPRC04:  April      0        676
    LCPRC05:  May        0        1280
    LCPRC06:  June       0        2695
    LCPRC07:  July       0        2774
    LCPRC08:  August     0        1950
    LCPRC09:  September  0        1106
    LCPRC10:  October    0        863
    LCPRC11:  November   0        914
    LCPRC12:  December   0        743
    
    ATTRIBUTE META-DATA:
    NONE
    
    NOTES:
    *AVG MONTH PRECIP
    LEEMANS & CRAMER IIASA CLIMATE
    January #\data\ncillary\lcprc01.img
    February #\data\ncillary\lcprc02.img
    March #\data\ncillary\lcprc03.img
    April #\data\ncillary\lcprc04.img
    May #\data\ncillary\lcprc05.img
    June #\data\ncillary\lcprc06.img
    July #\data\ncillary\lcprc07.img
    August #\data\ncillary\lcprc08.img
    September #\data\ncillary\lcprc09.img
    October #\data\ncillary\lcprc10.img
    November #\data\ncillary\lcprc11.img
    December #\data\ncillary\lcprc12.img
    *AVG MONTH "CLOUDINESS"_help
    DATA ELEMENT:       Average Month "Cloudiness" (% sunshine)
    
    STRUCTURE:
         Raster Data File:0.5-degree 360x720 GED grid (see User's Guide)
    
    SERIES:
         series of 12 characteristic months
    
    SPATIAL META-DATA:
    LCCLD01.DOC
    file title  : Leemans and Cramer January Cloudiness (% Sunshine)
    data type   : byte
    file type   : binary
    columns     : 720
    rows        : 360
    ref. system : lat/long
    ref. units  : deg
    unit dist.  : 1.0000000
    min. X      : -180.0000000
    max. X      : 180.0000000
    min. Y      : -90.0000000
    max. Y      : 90.0000000
    pos'n error : unknown
    resolution  : 0.5000000
    min. value  : 0
    max. value  : 95
    value units : percentage sunshine hours of potential hours per
    month
    value error : unknown
    flag value  : 254
    flag def'n  : flag value 254 indicates no data
    legend cats : 0
    
    File Series Parameters:
    File      Month   Minimum   Maximum
    LCCLD01:  January    0         95
    LCCLD02:  February   4         94
    LCCLD03:  March      9         88
    LCCLD04:  April      2         92
    LCCLD05:  May        2         95
    LCCLD06:  June       0         98
    LCCLD07:  July       0        100
    LCCLD08:  August     0         98
    LCCLD09:  September  0         98
    LCCLD10:  October    0         99
    LCCLD11:  November   0         96
    LCCLD12:  December   0        100
    
    ATTRIBUTE META-DATA:
    
    NONE
    
    NOTES:
         (1)  Regional discrepancies with the FAO climatic database
              have been noted (e.g., Vietnam).
    *AVG MONTH "CLOUDINESS"
    LEEMANS & CRAMER IIASA CLIMATE
    January #\data\ncillary\lccld01.img
    February #\data\ncillary\lccld02.img
    March #\data\ncillary\lccld03.img
    April #\data\ncillary\lccld04.img
    May #\data\ncillary\lccld05.img
    June #\data\ncillary\lccld06.img
    July #\data\ncillary\lccld07.img
    August #\data\ncillary\lccld08.img
    September #\data\ncillary\lccld09.img
    October #\data\ncillary\lccld10.img
    November #\data\ncillary\lccld11.img
    December #\data\ncillary\lccld12.img
    
    

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