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Introduction Method - Tufts UniversityUEP232 Intro to GIS Fall 2016 Laurel wilt is a new invasive...

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Laurel wilt Distribuon by Vegetaon in FL Laurel wilt Distribuon by Elevaon in FL Laurel wilt Distribuon by Temperature in FL Laurel wilt Vulnerability Index in Florida Reported Laurel wilt Laurel wilt and Avocado Farms in Florida Assessing Dispersal ways of Laurel wilt and vulnerability of Avocado farms Qingqian Liu UEP232 Intro to GIS Fall 2016 Laurel wilt is a new invasive disease in Florida. It is a vascular wilt dis- ease caused by a fungal symbiont, Raffaelea lauricola . This fungus hosts on Redbay ambrosia beetles, Xyleborus glabratu Eichhoff. The first con- firmaon of laurel wilt in Florida is in Miami-Dade County. Laurel wilt kills Laureaceae plant family, including red bay and avocado. Redbay is a nave plant in FL which is suitable for mber. Avocado (Persea Americana ) is planted as a commercial producon in Florida. In 2007/08, 27,500 tons of fruit of avocado worth $12 million were har- vested in Florida. The first avocado trees were killed by laurel wilt in 2006 in Duval County, FL. The Redbay ambrosia beetle is the only species which is idenfied as the vector of laurel wilt. So prevenng the spread of Redbay ambrosia beetles is the way to stop laurel wilt. One of the assumpons is that this beetle spread through the in- fested material logs. This project provides the evidence to support the assump- on of the dispersal way of laurel wilt. The vulnerability in- dex of counes in Florida is also defined based on bioc and abioc fac- tors which limit Redbay ambrosia beetles. The dispersal of laurel wilt 1 The reported laurel wilt and number of reports since 2011 were mapped. They show the seriousness in different counes. 2 Different transportaon maps in Florida were made to compare with the locaons of reported laurel wilt. 3 The map of railroads was closest to the distribuon of laurel wilt. Then the distances from each locaon of reported laurel wilt to the nearest rail were calculated in ArcGIS and analyzed in Excel. 4 The avocado farms were mapped in Florida state. They were used to analyze the vulnerability considering the dispersal of laurel wilts by rails. n Railroads and Avocado Farms in Florida The vulnerability of avocado farms 1 The reported laurel wilts were mapped as their dispersal in vegeta- on types. The vegetaon types were reclassified as 1 (no laurel wilt located) and 0 (reported laurel wilt located). 2 The reported laurel wilts were mapped as their dispersal in different elevaon levels. The elevaon levels were reclassified as 1-6 (from low to high). 3 The reported laurel wilts were mapped in counes with the average temperature during the months from December to February. 4 The map of laurel wilt distribuon by temperature was reclassified in to 1-8 (from low to high). 5 The vulnerability index of counes was calculated based on previous- ly menoned maps: Vulnerability index = Temperature-Vegetaon-Elevaon 6 The avocado farms were mapped in Florida state. They were used to analyze the vulnerability of these farms considering the vulnerability index. Dispersal of laurel wilt The map shows that the locaons of reported laurel wilt are close to rail distribuon. The calculated distances showed in graph, most of the locaons are less than 2km away from railroad. The only evidence of the long range dispersal by laurel wilt affected log is recorded as an infected Redbay log from Jacksonville to Dayto- na Beach, Florida. This evidence is showed in the map of Reported laurel wilt. There are two rail lines intersecng both county Duval and Volusia. Those results support that the long range dispersal of laurel wilt is relevant to the railroads. It is possible that laurel wilts disperse by the infected mer wood through rails. In the map of Railroads and Avocado Farms in Florida, all of farms are intersected by main rail- roads, which means all of them are under the threat of laurel wilts. Miami Dade County is one of the main avocado farms which has al- ready been seriously damaged by laurel wilts. Laurel Wilt 0 2000 4000 6000 1 234567 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 DISTANCE(METER) Distance from reported Laurel wilt to nearest Rails 0-2000 2000-4000 4000-6000 The vulnerability index In the map of Laurel wilt Distribuon by Vegetaon in FL , the reported laurel wilts are mainly located in hardwood forest, forest of pine, oak and cabbage palms. Few of them are dispersed in grass marshes and coastal marshes. The result showed the preference of laurel wilt in vegetaon types, which are mainly dry forests of trees. In the map of Laurel wilt Distribuon by Elevaon in FL , the result shows laurel wilts in Florida prefer plain than high elevaon. Most of laurel wilts located at places in low elevaon (lower than 50m above sea level). The map of Laurel wilt Distribuon by Temperature in FL showed the reported laurel wilts are mainly located at warm areas. Few of them located in areas which has average temperature lower than 10 C dur- ing the winter (DEC-FEB). In the map of Laurel wilt Vulnerability Index in Florida, the vulnerabil- ity index is defined based on the ecology traits of laurel wilts, including vegetaon type, elevaon and temperature. It is classified into eight levels. The Miami-Dade County, Monroe County and Lee County are most venerable counes to laurel wilts. Hernando County is at level 2 of vulnerability. Alachua County is at level 1 of vulnerability. Brevard County is at level of -1, which means that Brevard County is safer than other avocado farms considering the ecological factors. Introduction Method Conclusion Result Sources Considering the spread way of laurel wilt, all the avocado farms in Florida are under the threat of laurel wilt. To date, there is no efficient way to prevent or kill laurel wilt. This project support the assumpon that the disease spread by infected logs. Recent restricons that were placed on the movement of firewood in Florida may reduce the spread of laurel wilt. It is known that temperature is one of the abioc factors that limit the Redbay ambrosia beetle (the host of laurel wilt) acvies. The beetles’ eggs and pupae developmental threshold temperatures are 13.8 C and 11.1 C respecvely. In this study, I also used vegetaon type and eleva- on level to measure the vulnerability index. Vegetaon type informed the different ecology system. I also considered the elevaon levels be- cause the elevaon varies between 0-105 meters in Florida; the south part and coastal plain around Florida are virtually flat. Those different ge- ological features provide disnct abioc environments. It is showed that the environments in three farms of south part of Florida are more suita- ble for Redbay ambrosia beetles. This project esmated the vulnerability of avocado farms in Florida, in- cluding the dispersal of laurel wilts, bioc and abioc environment for Redbay ambrosia beetle (the host of laurel wilt). I hope this project would help to control the damage caused by laurel wilt. However, a more precise management sll need more data. By Qingqian Liu Biology, Tuſts 12/19/2016
Transcript
Page 1: Introduction Method - Tufts UniversityUEP232 Intro to GIS Fall 2016 Laurel wilt is a new invasive disease in Florida. It is a vascular wilt dis-ease caused by a fungal symbiont, Raffaelea

Laurel wilt Distribution by Vegetation in FL Laurel wilt Distribution by Elevation in FL Laurel wilt Distribution by Temperature in FL

Laurel wilt Vulnerability Index in Florida

Reported Laurel wilt

Laurel wilt and Avocado Farms in Florida

Assessing Dispersal ways of Laurel wilt and vulnerability of Avocado farms

Qingqian Liu

UEP232 Intro to GIS

Fall 2016

Laurel wilt is a new invasive disease in Florida. It is a vascular wilt dis-ease caused by a fungal symbiont, Raffaelea lauricola. This fungus hosts on Redbay ambrosia beetles, Xyleborus glabratu Eichhoff. The first con-firmation of laurel wilt in Florida is in Miami-Dade County.

Laurel wilt kills Laureaceae plant family, including red bay and avocado. Redbay is a native plant in FL which is suitable for timber. Avocado (Persea Americana ) is planted as a commercial production in Florida. In 2007/08, 27,500 tons of fruit of avocado worth $12 million were har-vested in Florida. The first avocado trees were killed by laurel wilt in

2006 in Duval County, FL.

The Redbay ambrosia beetle is the only species which is identified as the vector of laurel wilt. So preventing the spread of Redbay ambrosia beetles is the way to stop laurel

wilt. One of the assumptions is that this beetle spread through the in-fested material logs.

This project provides the evidence to support the assump-tion of the dispersal way of laurel wilt. The vulnerability in-dex of counties in Florida is also defined based on biotic and abiotic fac-tors which limit Redbay ambrosia beetles.

The dispersal of laurel wilt 1 The reported laurel wilt and number of reports since 2011 were mapped. They show the seriousness in different counties. 2 Different transportation maps in Florida were made to compare with the locations of reported laurel wilt. 3 The map of railroads was closest to the distribution of laurel wilt. Then the distances from each location of reported laurel wilt to the nearest rail were calculated in ArcGIS and analyzed in Excel. 4 The avocado farms were mapped in Florida state. They were used to analyze the vulnerability considering the dispersal of laurel wilts by rails.

n

Railroads and Avocado Farms in Florida

The vulnerability of avocado farms 1 The reported laurel wilts were mapped as their dispersal in vegeta-tion types. The vegetation types were reclassified as 1 (no laurel wilt located) and 0 (reported laurel wilt located). 2 The reported laurel wilts were mapped as their dispersal in different elevation levels. The elevation levels were reclassified as 1-6 (from low to high). 3 The reported laurel wilts were mapped in counties with the average temperature during the months from December to February. 4 The map of laurel wilt distribution by temperature was reclassified in to 1-8 (from low to high). 5 The vulnerability index of counties was calculated based on previous-ly mentioned maps:

Vulnerability index = Temperature-Vegetation-Elevation

6 The avocado farms were mapped in Florida state. They were used to analyze the vulnerability of these farms considering the vulnerability index.

Dispersal of laurel wilt

The map shows that the locations of reported laurel wilt are close to rail distribution. The calculated distances showed in graph, most of the locations are less than 2km away from railroad.

The only evidence of the long range dispersal by laurel wilt affected log is recorded as an infected Redbay log from Jacksonville to Dayto-na Beach, Florida. This evidence is showed in the map of Reported laurel wilt. There are two rail lines intersecting both county Duval and Volusia.

Those results support that the long range dispersal of laurel wilt is relevant to the railroads. It is possible that laurel wilts disperse by the infected timer wood through rails. In the map of Railroads and Avocado Farms in Florida, all of farms are intersected by main rail-roads, which means all of them are under the threat of laurel wilts. Miami Dade County is one of the main avocado farms which has al-ready been seriously damaged by laurel wilts.

Laurel Wilt

0200040006000

1 2 3 4 5 6 7 8 9 101112 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28

DIS

TA

NC

E(M

ET

ER

)

Distance from reported Laurel wilt to nearest Rails

0-2000 2000-4000 4000-6000

The vulnerability index

In the map of Laurel wilt Distribution by Vegetation in FL, the reported laurel wilts are mainly located in hardwood forest, forest of pine, oak and cabbage palms. Few of them are dispersed in grass marshes and coastal marshes. The result showed the preference of laurel wilt in vegetation types, which are mainly dry forests of trees.

In the map of Laurel wilt Distribution by Elevation in FL, the result shows laurel wilts in Florida prefer plain than high elevation. Most of laurel wilts located at places in low elevation (lower than 50m above sea level).

The map of Laurel wilt Distribution by Temperature in FL showed the reported laurel wilts are mainly located at warm areas. Few of them

located in areas which has average temperature lower than 10 C dur-ing the winter (DEC-FEB).

In the map of Laurel wilt Vulnerability Index in Florida, the vulnerabil-ity index is defined based on the ecology traits of laurel wilts, including vegetation type, elevation and temperature. It is classified into eight levels. The Miami-Dade County, Monroe County and Lee County are most venerable counties to laurel wilts. Hernando County is at level 2 of vulnerability. Alachua County is at level 1 of vulnerability. Brevard County is at level of -1, which means that Brevard County is safer than other avocado farms considering the ecological factors.

Introduction Method

Conclusion

Result

Sources Considering the spread way of laurel wilt, all the avocado farms in Florida are under the threat of laurel wilt. To date, there is no efficient way to prevent or kill laurel wilt. This project support the assumption that the disease spread by infected logs. Recent restrictions that were placed on the movement of firewood in Florida may reduce the spread of laurel wilt.

It is known that temperature is one of the abiotic factors that limit the Redbay ambrosia beetle (the host of laurel wilt) activities. The beetles’ eggs and pupae developmental threshold temperatures are 13.8 C and 11.1 C respectively. In this study, I also used vegetation type and eleva-tion level to measure the vulnerability index. Vegetation type informed the different ecology system. I also considered the elevation levels be-cause the elevation varies between 0-105 meters in Florida; the south part and coastal plain around Florida are virtually flat. Those different ge-ological features provide distinct abiotic environments. It is showed that the environments in three farms of south part of Florida are more suita-ble for Redbay ambrosia beetles.

This project estimated the vulnerability of avocado farms in Florida, in-cluding the dispersal of laurel wilts, biotic and abiotic environment for Redbay ambrosia beetle (the host of laurel wilt). I hope this project would help to control the damage caused by laurel wilt. However, a more precise management still need more data.

By Qingqian Liu Biology, Tufts 12/19/2016

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