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Detection of Large-Scale Forest Canopy Change in Pan-Tropical Humid Forests 2000-2009 With the SeaWinds Ku-Band Scatterometer
We analyzed the 10-year record (1999-2009) of SeaWinds Ku-band microwave backscatter from humid tropical forest regions in South America, Africa, and Indonesia/Malaysia. While backscatter was relatively stable across much of the region, it declined by 1-2 dB in areas of known large-scale deforestati...
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Published in: | IEEE transactions on geoscience and remote sensing 2012-07, Vol.50 (7), p.2603-2617 |
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description | We analyzed the 10-year record (1999-2009) of SeaWinds Ku-band microwave backscatter from humid tropical forest regions in South America, Africa, and Indonesia/Malaysia. While backscatter was relatively stable across much of the region, it declined by 1-2 dB in areas of known large-scale deforestation, and increased by up to 1-2 dB in areas of secondary forest or plantation forest growth and in major metropolitan areas. The reduction in backscatter over 142 18.5 km × 18.5 km blocks of tropical forest was correlated with gross forest cover loss (as determined from Landsat data analysis) (R = -0.78); this correlation improved when restricted to humid tropical forest blocks in South America with high initial forest cover (R = -0.93, n = 22). This study shows that scatterometer-based analyses can provide an important geophysical data record leading to robust identification of the spatial patterns and timing of large-scale change in tropical forests. The coarse spatial resolution of SeaWinds ( ~ 10 km) makes it unsuitable for mapping deforestation at the scale of land-use activity. However, due to a combination of instrument stability, sensitivity to canopy change and insensitivity to atmospheric effects, and straight-forward data processing, Ku-band scatterometery can provide a fully independent assessment of large-scale tropical forest canopy dynamics which may complement the interpretation of higher resolution optical remote sensing. |
doi_str_mv | 10.1109/TGRS.2011.2182516 |
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Z.</creatorcontrib><creatorcontrib>Fahnestock, M.</creatorcontrib><title>Detection of Large-Scale Forest Canopy Change in Pan-Tropical Humid Forests 2000-2009 With the SeaWinds Ku-Band Scatterometer</title><title>IEEE transactions on geoscience and remote sensing</title><addtitle>TGRS</addtitle><description>We analyzed the 10-year record (1999-2009) of SeaWinds Ku-band microwave backscatter from humid tropical forest regions in South America, Africa, and Indonesia/Malaysia. While backscatter was relatively stable across much of the region, it declined by 1-2 dB in areas of known large-scale deforestation, and increased by up to 1-2 dB in areas of secondary forest or plantation forest growth and in major metropolitan areas. The reduction in backscatter over 142 18.5 km × 18.5 km blocks of tropical forest was correlated with gross forest cover loss (as determined from Landsat data analysis) (R = -0.78); this correlation improved when restricted to humid tropical forest blocks in South America with high initial forest cover (R = -0.93, n = 22). This study shows that scatterometer-based analyses can provide an important geophysical data record leading to robust identification of the spatial patterns and timing of large-scale change in tropical forests. The coarse spatial resolution of SeaWinds ( ~ 10 km) makes it unsuitable for mapping deforestation at the scale of land-use activity. However, due to a combination of instrument stability, sensitivity to canopy change and insensitivity to atmospheric effects, and straight-forward data processing, Ku-band scatterometery can provide a fully independent assessment of large-scale tropical forest canopy dynamics which may complement the interpretation of higher resolution optical remote sensing.</description><subject>Backscatter</subject><subject>Earth</subject><subject>Landcover change</subject><subject>Radar measurements</subject><subject>Remote sensing</subject><subject>Satellites</subject><subject>Spaceborne radar</subject><subject>spaceborne radar remote sensing</subject><subject>tropical forests</subject><subject>Uncertainty</subject><issn>0196-2892</issn><issn>1558-0644</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNo9kM1OAjEUhRujiYg-gHHTFyje2_lpu9RRwEiikUlYTjqdDtTADGnrgoXv7hCIm3s23zk3-Qi5R5gggnosZ1_LCQfECUfJM8wvyAizTDLI0_SSjABVzrhU_JrchPANgGmGYkR-X2y0Jrq-o31LF9qvLVsavbV02nsbIi101-8PtNjobm2p6-in7ljp-70bKDr_2bnmjAbKAYANR9GVixsaN5YurV65rgn0_Yc9666hw3iM1ve74a-_JVet3gZ7d84xKaevZTFni4_ZW_G0YIbnWWRaCGhlLQyiaFSd8tqIuhFcmESBqRujpeaZACUNbxOrJJgs5VjXTa5RmmRM8DRrfB-Ct221926n_aFCqI76qqO-6qivOusbOg-njrPW_vM5pnnKefIH9mFraQ</recordid><startdate>20120701</startdate><enddate>20120701</enddate><creator>Frolking, S.</creator><creator>Hagen, S.</creator><creator>Milliman, T.</creator><creator>Palace, M.</creator><creator>Shimbo, J. Z.</creator><creator>Fahnestock, M.</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20120701</creationdate><title>Detection of Large-Scale Forest Canopy Change in Pan-Tropical Humid Forests 2000-2009 With the SeaWinds Ku-Band Scatterometer</title><author>Frolking, S. ; Hagen, S. ; Milliman, T. ; Palace, M. ; Shimbo, J. 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Z.</creatorcontrib><creatorcontrib>Fahnestock, M.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><jtitle>IEEE transactions on geoscience and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Frolking, S.</au><au>Hagen, S.</au><au>Milliman, T.</au><au>Palace, M.</au><au>Shimbo, J. Z.</au><au>Fahnestock, M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Detection of Large-Scale Forest Canopy Change in Pan-Tropical Humid Forests 2000-2009 With the SeaWinds Ku-Band Scatterometer</atitle><jtitle>IEEE transactions on geoscience and remote sensing</jtitle><stitle>TGRS</stitle><date>2012-07-01</date><risdate>2012</risdate><volume>50</volume><issue>7</issue><spage>2603</spage><epage>2617</epage><pages>2603-2617</pages><issn>0196-2892</issn><eissn>1558-0644</eissn><coden>IGRSD2</coden><abstract>We analyzed the 10-year record (1999-2009) of SeaWinds Ku-band microwave backscatter from humid tropical forest regions in South America, Africa, and Indonesia/Malaysia. While backscatter was relatively stable across much of the region, it declined by 1-2 dB in areas of known large-scale deforestation, and increased by up to 1-2 dB in areas of secondary forest or plantation forest growth and in major metropolitan areas. The reduction in backscatter over 142 18.5 km × 18.5 km blocks of tropical forest was correlated with gross forest cover loss (as determined from Landsat data analysis) (R = -0.78); this correlation improved when restricted to humid tropical forest blocks in South America with high initial forest cover (R = -0.93, n = 22). This study shows that scatterometer-based analyses can provide an important geophysical data record leading to robust identification of the spatial patterns and timing of large-scale change in tropical forests. The coarse spatial resolution of SeaWinds ( ~ 10 km) makes it unsuitable for mapping deforestation at the scale of land-use activity. However, due to a combination of instrument stability, sensitivity to canopy change and insensitivity to atmospheric effects, and straight-forward data processing, Ku-band scatterometery can provide a fully independent assessment of large-scale tropical forest canopy dynamics which may complement the interpretation of higher resolution optical remote sensing.</abstract><pub>IEEE</pub><doi>10.1109/TGRS.2011.2182516</doi><tpages>15</tpages></addata></record> |
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subjects | Backscatter Earth Landcover change Radar measurements Remote sensing Satellites Spaceborne radar spaceborne radar remote sensing tropical forests Uncertainty |
title | Detection of Large-Scale Forest Canopy Change in Pan-Tropical Humid Forests 2000-2009 With the SeaWinds Ku-Band Scatterometer |
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