This data set includes 15 zipped archives of rectified .tif format Landsat 5 TM and Landsat 7 ETM+ scenes from near the study sites of Altamira, Santarem, Ponta de Pedras, and Bragantina in the state of Para, Brazil and Machadinho D'Oeste in Rondonia, Brazil. Dates represent the most cloud-free image retrievals from 1985-2004 and are therefore not continuous. These images may be useful to evaluate potential environmental impacts resulting from the establishment of colonization projects in the Amazon.
Cite this data set as follows:
Brondizio, E.S. and E.F. Moran. 2010. LBA-ECO LC-09 Landsat TM and ETM+ Data, Sites in Rondonia and Para, Brazil: 1985-2004. Data set. Available on-line [http://daac.ornl.gov] from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, U.S.A. doi:10.3334/ORNLDAAC/987
The LBA Data and Publication Policy [http://daac.ornl.gov/LBA/lba_data_policy.html] is in effect for a period of five (5) years from the date of archiving and should be followed by data users who have obtained LBA data sets from the ORNL DAAC. Users who download LBA data in the five years after data have been archived must contact the investigators who collected the data, per provisions 6 and 7 in the Policy.
This data set was archived in October 2010. Users who download the data between October 2010 and September 2015 must comply with the LBA Data and Publication Policy.
Data users should use the Investigator contact information in this document to communicate with the data provider. Alternatively, the LBA Web Site [http://lbaeco-archive.ornl.gov/] in Brazil will have current contact information.
Data users should use the Data Set Citation and other applicable references provided in this document to acknowledge use of the data.
Project: LBA (Large-Scale Biosphere-Atmosphere Experiment in the Amazon)
Activity: LBA-ECO
LBA Science Component: Land Use and Land Cover
Team ID: LC-09 (Moran / Batistella)
The investigators were Moran, Emilio Federico; Batistella, Mateus; Adams, Ryan Thomas; Boucek, Bruce William; Brondizio, Eduardo S.; D'Antona, Alvaro; Demming, Kristin Rooke; Fiorini, Stefano; Futemma, Celia Regina Tomiko; Hedin, Lars; Hetrick, Scott S.; Jensen, Ryan R.; Lu, Dengsheng; Ludewigs, Thomas; Mausel, Paul; McGroddy, Megan; Menzies, John Iral; Navarro, Doris Graziela; Ponzoni, Flavio Jorge; Randolph, J.C.; Schmid, Hans Peter E.; Siqueira, Andrea Dalledone; Toniolo, Maria Angelica; Valeriano, Dalton De Morisson; Valladares, Gustavo Souza; VanWey, Leah and Yu, Genong . You may contact Brondizio, Dr Eduardo S. (ebrondiz@indiana.edu) .
LBA Data Set Inventory ID: LC09_Landsat
This data set includes 15 zipped archives of rectified .tif format Landsat 5 TM and Landsat 7 ETM+ scenes from near the study sites of Altamira, Santarem, Ponta de Pedras, and Bragantina in the state of Para, Brazil and Machadinho D'Oeste in Rondonia, Brazil. Dates represent the most cloud-free image retrievals from 1985-2004 and are therefore not continuous. These images may be useful to evaluate potential environmental impacts resulting from the establishment of colonization projects in the Amazon.
For additional information, please see the following web sites:
Related Data Sets:
This data set includes zipped archives of rectified Landsat ETM+ and TM scenes (as TIF .tif files with header files as TIF world .tfw files, and raster metadata as .aux files) near the study sites of Altamira, Santarem, Ponta de Pedras, and Bragantina in the state of Para, Brazil and Machadinho D'Oeste in Rondonia, Brazil. Dates represent the most cloud-free image retrievals from 1985-2004 and are therefore not continuous.
Data have been rectified, unless otherwise noted (see individual file information below).
Bands 1, 2, 3, 4, 5, 7 included (listed as layers 1, 2, 3, 4, 5, 6) (unless otherwise noted). n/a=not available.
Corner pixel coordinates lie within the center of the pixel.
File names include image product name, path/row information, and acquisition date, for example:
lNPPPRRYYYYMMDD,
where l = image product name as Landsat,
N= Landsat platform number,
P=path,
R=row,
Y=year,
M=month, and
D=day.
Data files include:
1) ETM+_l723106719990806.zip
08/06/1999, Landsat ETM+, Path 231, Row 067, Machadinho D'Oeste
l723106719990806.tif
l723106719990806.aux
l723106719990806.tfw
UTM Zone 20S, WGS 1984, WGS 1984
Upper Left X: 479400.0 / -9 deg 10 min 46 sec
Lower Right X: 716400.0 / -11 deg 4 min 10 sec
Upper Left Y: 8985300.0 / -63 deg 11 min 15 sec
Lower Right Y: 8775600.0 / -61 deg 1 min 8 sec
Image Width: 7900
Image Height: 6990
Block Width: 7900
Block Height: 8
Image Type: Continuous
Data Type: Unsigned 8-bit
Data Order: BIP
Pixel
Size 30 m
2) ETM+_l723106720020627.zip
06/27/2002, Landsat ETM+, Path 231, Row 067, Machadinho D'Oeste
l723106720020627.tif
l723106720020627.aux
l723106720020627.tfw
UTM Zone 20S, WGS 1984, WGS 1984
Upper Left X: 477600.0 / -9 deg 9 min 18 sec
Lower Right X: 721200.0 / -11 deg 3 min 50 sec
Upper Left Y: 8988000.0 / -63 deg 12 min 13 sec
Lower Right Y: 8776200.0 / -60 deg 58 min 30 sec
Image Width: 8121
Image Height: 7061
Block Width: 8121
Block Height: 8
Image Type: Continuous
Data Type: Unsigned 8-bit
Data Order: BIP
Pixel Size 30 m
3) ETM+_l722706220010730.zip
07/30/2001, Landsat ETM+, Path 227, Row 062, Santarem
l722706220010730.tif
l722706220010730.aux
l723106720020627.tfw
UTM Zone 20S, South American 1969, SAD-69
Upper Left X: 668401.0 / -1 deg 56 min 27 sec
Lower Right X: 911971.0 / -3 deg 50 min 38 sec
Upper Left Y: 9785399.0 / -61 deg 29 min 9 sec
Lower Right Y: 957429.0 / -59 deg 17 min 31 sec
Image Width: 8120
Image Height: 7040
Block Width: 8120
Block Height: 8
Image Type: Continuous
Data Type: Unsigned 8-bit
Data Order: BIP
Pixel Size 30 m
4) TM_l522606219850804.zip
08/04/1985, Landsat TM, Path 226, Row 062 - Altamira
l522606219850804.tif
l522606219850804.aux
l522606219850804.tfw
UTM Zone 22S, South American 1969, SAD-69
Upper Left X: 174907.0 / -2 deg 18 min 29 sec
Lower Right X: 394867.0 / -4 deg 8 min 41 sec
Upper Left Y: 9744538.0 / -53 deg 55 min 21 sec
Lower Right Y: 9541798.0 / -51 deg 56 min 49 sec
Image Width: 7333
Image Height: 6759
Block Width: 7333
Block Height: 8
Image Type: Continuous
Data Type: Float
Data Order: BIP
Pixel Size 30 m
5) TM_l522606219870623.zip
06/23/1987, Landsat TM, Path 226, Row 062, Altamira
l522606219870623.tif
l522606219870623.aux
l522606219870623.tfw
UTM Zone 22S, South American 1969, SAD-69
Upper Left X: 177374.0 / -2 deg 18 min 13 sec
Lower Right X: 398264.0 / -4 deg 8 min 48 sec
Upper Left Y: 9745047.0 / -53 deg 54 min 1 sec
Lower Right Y: 9541587.0 / -51 deg 54 min 59 sec
Image Width: 7364
Image Height: 6783
Block Width: 7364
Block Height: 8
Image Type: Continuous
Data Type: Float
Data Order: BIP
Pixel Size 30 m
6) TM_l522606219880711.zip
07/11/1988, Landsat TM, Path 226, Row 062, Altamira
1522606219880711.tif
1522606219880711.aux
l522606219880711.tfw
UTM Zone 22S, South American 1969, SAD-69
Upper Left X: 173518.0 / -2 deg 18 min 1 sec
Lower Right X: 393388.0 / -4 deg 8 min 37 sec
Upper Left Y: 9745389.0 / -53 deg 56 min 6 sec
Lower Right Y: 9541929.0 / -51 deg 57 min 37 sec
Image Width: 7330
Image Height: 6783
Block Width: 7330
Block Height: 8
Image Type: Continuous
Data Type: Float
Data Order: BIP
Pixel Size 30 m
7) TM_l522706219970727.zip
07/27/1997, Landsat TM, Path 227, Row 062, Santarem
l522706219970727.tif
l522706219970727.aux
l522706219970727.tfw
Image has been radiometrically and atmospherically corrected according to methods described by Green et al. (2005).
UTM Zone 21, WGS 1984, WGS 1984
Upper Left X: 702864.0 / -2 deg 21 min 2 sec
Lower Right X: 809814.0 / -3 deg 19 min 22 sec
Upper Left Y: 9740039.0 / -55 deg 10 min 32 sec
Lower Right Y: 9632279.0 / -54 deg 12 min 44 sec
Image Width: 3565
Image Height: 3592
Block Width: 3565
Block Height: 8
Image Type: Continuous
Data Type: Unsigned 8-bit
Data Order: BIP
Pixel Size 30 m
8) TM_l523106719940715.zip
07/15/1994, Landsat TM, Path 231, Row 067, Machadinho D'Oeste
l523106719940715.tif
l523106719940715.aux
l523106719940715.tfw
Image has been radiometrically and atmospherically corrected according to methods described by Green et al. (2005).
UTM Zone 20S, South American 1969, SAD-69
Upper Left X: 530068.0 / -9 deg 3 min 32 sec
Lower Right X: 686338.0 / -10 deg 22 min 2 sec
Upper Left Y: 8998596.0 / -62 deg 43 min 35 sec
Lower Right Y: 8853456.0 / -61 deg 17 min 53 sec
Image Width: 5209
Image Height: 4838
Block Width: 5209
Block Height: 8
Image Type: Continuous
Data Type: Float
Data Order: BIP
Pixel Size 30 m
9) TM_l523106719980618.zip
06/18/1998, Landsat TM, Path 231, Row 067, Machadinho D'Oeste
l523106719980618.tif
l523106719980618.aux
l523106719980618.tfw
Image has been radiometrically and atmospherically corrected according to methods described by Green et al. (2005).
UTM Zone 20S, South American 1969, SAD-69
Upper Left X: 464000.9999 / -8 deg 59 min 11 sec
Lower Right X: 725960.9999 / -11 deg 11 min 12 sec
Upper Left Y: 9006613.0 / -63 deg 19 min 39 sec
Lower Right Y: 8762563.0 / -60 deg 55 min 50 sec
Image Width: 8732
Image Height: 8135
Block Width: 8732
Block Height: 8
Image Type: Continuous
Data Type: Float
Data Order: BIP
Pixel Size 30 m
10) TM_ l523106720040726.zip
07/26/2004, Landsat TM, Path 231, Row 067, Machadinho D'Oeste
l523106720040726.tif
l523106720040726.aux
l523106720040726.tfw
UTM Zone 20S, WGS84, WGS84
Upper Left X: 482908.0 / -9 deg 9 min 25 sec
Lower Right X: 710548.0 / -11 deg 2 min 6 sec
Upper Left Y: 8987768.0 / -63 deg 9 min 20 sec
Lower Right Y: 8779448.0 / -61 deg 4 min 22 sec
Image Width: 7589
Image Height: 6945
Block Width: 7589
Block Height: 8
Image Type: Continuous
Data Type: Unsigned 8-bit
Data Order: BIP
Pixel Size 30 m
11) TM_ l522306119940621.zip
06/21/1994, Landsat TM, Path 223, Row 061, Bragantina
l522306119940621.tif
l522306119940621.aux
l522306119940621.tfw
UTM Zone 23S, South American 1969, SAD-69
Upper Left X: 59829.0 / 0 deg 27 min 37 sec
Lower Right X: 284589.0 / -2 deg 26 min 38 sec
Upper Left Y: 9948997.0 / -48 deg 57 min 9 sec
Lower Right Y: 9729697.0 / -46 deg 56 min 13 sec
Image Width: 7492
Image Height: 7310
Block Width: 7492
Block Height: 8
Image Type: Continuous
Data Type: Unsigned 8-bit
Data Order: BIP
Pixel Size 30 m
Site boundaries: (All latitude and longitude given in degrees and fractions)
| Site (Region) | Westernmost Longitude | Easternmost Longitude | Northernmost Latitude | Southernmost Latitude | Geodetic Datum |
|---|---|---|---|---|---|
| Para Western (Santarem) - Altamira (Para Western (Santarem)) | -54.00000 | -51.00000 | -2.50000 | -4.00000 | South-American Datum, 1969 (SAD-69) |
| Para Western (Santarem) - Santarem-Cuiaba Road (Para Western (Santarem)) | -55.16 | -53.37611 | -1.95222 | -3.59611 | South-American Datum, 1969 (SAD-69) |
| Rondonia - Machadinho D'Oeste (Rondonia) | -62.03000 | -62.03000 | -9.54000 | -9.54000 | South-American Datum, 1969 (SAD-69) |
| Para Eastern (Belem) - Bragantina (Para Eastern (Belem)) | -53.80000 | -53.52000 | -1.00000 | -1.40000 | South-American Datum, 1969 (SAD-69) |
Time period:
Platform/Sensor/Parameters measured include:
Data to be used in spatial analyzes of land use and land cover change. Methods incorporating both landscape ecology and remote sensing techniques may be useful to evaluate potential environmental impacts resulting from the establishment of colonization projects in the Amazon.
Data, where georeferenced, generated to previous, rectified images with low RMS error (<1.0).
Data acquired from:
-USGS EROS (http://edc.usgs.gov/products/satellite/mss.html)
-Landsat.org (http://www.landsat.org)
-INPE (http://www.inpe.br/)
Bands combined and registered to UTM using
ERDAS Imagine 8.7 (Leica
Geosystems, St
Gallen, Switzerland). Images were georeferenced to previously rectified
images using ERDAS Imagine 8.7. Radiometric and atmospheric correction
done
according to methods described by Green et al. (2005).
Data originally in the Imagine file format (.img), but exported to TIF
(.tif) using ERDAS Imagine 8.7.
This data is available through the Oak Ridge National Laboratory (ORNL) Distributed Active Archive Center (DAAC).
E-mail: uso@daac.ornl.gov
Telephone: +1 (865) 241-3952
Green, G.M., C.M. Schweik, and J.C. Randolph. 2005. Retrieving Land-Cover Change Information from Landsat Satellite Images by Minimizing Other Sources of Reflectance Variability. Pages 131-160 in E.F. Moran and E. Ostrom, editors. Seeing the Forest and the Trees: Human-Environment Interactions in Forest Ecosystems. MIT Press, Cambridge, MA.