Hurricane Effects on Mangrove Canopies Observed from MODIS and SPOT Imagery
The effects of two hurricanes (Katrina and Wilma) on protected mangroves in southwest Florida and two hurricanes (Emily and Dean) on protected mangroves in the Yucatan Peninsula were assessed paired sets of 20m multispectral SPOT and 16-day 500m MODIS images. Normalized difference vegetation index (...
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description | The effects of two hurricanes (Katrina and Wilma) on protected mangroves in southwest Florida and two hurricanes (Emily and Dean) on protected mangroves in the Yucatan Peninsula were assessed paired sets of 20m multispectral SPOT and 16-day 500m MODIS images. Normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI) values were calculated to measure mangrove canopy reflectance using three methods of analysis- 1) mangrove NDVI sample point extraction, 2) qualitative assessment of 500m MODIS NDVI and EVI time series, and 3) transects of NDVI differences before and after storm events. Results show each method effectively captures changes in mangrove canopies consistent with storm effects. However, the extent of damage to mangroves in South Florida and Sian Ka'an was highly variable. Hurricanes Wilma and Katrina produced a large drop in NDVI although NDVI values recovered within a year, suggesting remarkable resilience. Hurricane Emily apparently increased mangrove photosynthetic activity owing to the location of landfall relative to the study area, the size of the wind field and the apparent lack of storm surge. Comparison of SPOT NDVI and MODIS NDVI values revealed that the changes pre- and post-storms were consistent at the different scales of observation. |
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Normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI) values were calculated to measure mangrove canopy reflectance using three methods of analysis- 1) mangrove NDVI sample point extraction, 2) qualitative assessment of 500m MODIS NDVI and EVI time series, and 3) transects of NDVI differences before and after storm events. Results show each method effectively captures changes in mangrove canopies consistent with storm effects. However, the extent of damage to mangroves in South Florida and Sian Ka'an was highly variable. Hurricanes Wilma and Katrina produced a large drop in NDVI although NDVI values recovered within a year, suggesting remarkable resilience. Hurricane Emily apparently increased mangrove photosynthetic activity owing to the location of landfall relative to the study area, the size of the wind field and the apparent lack of storm surge. Comparison of SPOT NDVI and MODIS NDVI values revealed that the changes pre- and post-storms were consistent at the different scales of observation.</description><identifier>EISSN: 2331-8422</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Canopies ; Hurricanes ; Image enhancement ; MODIS ; Normalized difference vegetative index ; Photosynthesis ; Qualitative analysis ; Reflectance ; Storm damage ; Storm surges ; Storms ; Vegetation index</subject><ispartof>arXiv.org, 2015-02</ispartof><rights>2015. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). 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Normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI) values were calculated to measure mangrove canopy reflectance using three methods of analysis- 1) mangrove NDVI sample point extraction, 2) qualitative assessment of 500m MODIS NDVI and EVI time series, and 3) transects of NDVI differences before and after storm events. Results show each method effectively captures changes in mangrove canopies consistent with storm effects. However, the extent of damage to mangroves in South Florida and Sian Ka'an was highly variable. Hurricanes Wilma and Katrina produced a large drop in NDVI although NDVI values recovered within a year, suggesting remarkable resilience. Hurricane Emily apparently increased mangrove photosynthetic activity owing to the location of landfall relative to the study area, the size of the wind field and the apparent lack of storm surge. Comparison of SPOT NDVI and MODIS NDVI values revealed that the changes pre- and post-storms were consistent at the different scales of observation.</description><subject>Canopies</subject><subject>Hurricanes</subject><subject>Image enhancement</subject><subject>MODIS</subject><subject>Normalized difference vegetative index</subject><subject>Photosynthesis</subject><subject>Qualitative analysis</subject><subject>Reflectance</subject><subject>Storm damage</subject><subject>Storm surges</subject><subject>Storms</subject><subject>Vegetation index</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNqNys0KgkAUQOEhCJLyHS60FsbxJ1uboYQY6F4mvSNKztiMCr19LXqAVmfxnQ2xmOe5TuQztiO2MQOllIUnFgSeRW7ponXfcImQCIHNbEBJyLnstFoRYi7V1KOB4mFQr9iC0GqEvLhkJXDZQnkvKshG3qF-H8hW8KdB-9c9OV6TKk6dSavXgmauB7Vo-aWa0ciNXJ-dQ--_6wNzpTvC</recordid><startdate>20150202</startdate><enddate>20150202</enddate><creator>Parenti, Michael S</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20150202</creationdate><title>Hurricane Effects on Mangrove Canopies Observed from MODIS and SPOT Imagery</title><author>Parenti, Michael S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_20818142963</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Canopies</topic><topic>Hurricanes</topic><topic>Image enhancement</topic><topic>MODIS</topic><topic>Normalized difference vegetative index</topic><topic>Photosynthesis</topic><topic>Qualitative analysis</topic><topic>Reflectance</topic><topic>Storm damage</topic><topic>Storm surges</topic><topic>Storms</topic><topic>Vegetation index</topic><toplevel>online_resources</toplevel><creatorcontrib>Parenti, Michael S</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Parenti, Michael S</au><format>book</format><genre>document</genre><ristype>GEN</ristype><atitle>Hurricane Effects on Mangrove Canopies Observed from MODIS and SPOT Imagery</atitle><jtitle>arXiv.org</jtitle><date>2015-02-02</date><risdate>2015</risdate><eissn>2331-8422</eissn><abstract>The effects of two hurricanes (Katrina and Wilma) on protected mangroves in southwest Florida and two hurricanes (Emily and Dean) on protected mangroves in the Yucatan Peninsula were assessed paired sets of 20m multispectral SPOT and 16-day 500m MODIS images. Normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI) values were calculated to measure mangrove canopy reflectance using three methods of analysis- 1) mangrove NDVI sample point extraction, 2) qualitative assessment of 500m MODIS NDVI and EVI time series, and 3) transects of NDVI differences before and after storm events. Results show each method effectively captures changes in mangrove canopies consistent with storm effects. However, the extent of damage to mangroves in South Florida and Sian Ka'an was highly variable. Hurricanes Wilma and Katrina produced a large drop in NDVI although NDVI values recovered within a year, suggesting remarkable resilience. Hurricane Emily apparently increased mangrove photosynthetic activity owing to the location of landfall relative to the study area, the size of the wind field and the apparent lack of storm surge. Comparison of SPOT NDVI and MODIS NDVI values revealed that the changes pre- and post-storms were consistent at the different scales of observation.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><oa>free_for_read</oa></addata></record> |
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subjects | Canopies Hurricanes Image enhancement MODIS Normalized difference vegetative index Photosynthesis Qualitative analysis Reflectance Storm damage Storm surges Storms Vegetation index |
title | Hurricane Effects on Mangrove Canopies Observed from MODIS and SPOT Imagery |
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