Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines
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: 2014DOI: 10.1109/JSTARS.2013.2257988
Keyword(s): hyperspectral imaging,remote sensing,support vector machines,vegetation,AISA Eagle image,IAP species,Pinus patula plantations,SVM-RFE approach,Solanum mauritianum,South Africa,True Skills Statistic,bugweed infestation mapping,commercial forestry activities,ecological damage,environment damage,forestry plantations,hyperspectral imagery,invasive alien plant,natural areas,summer rainfall regions,support vector machines,waveband optimal subset,weed distribution,weed management
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Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines
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| contributor author | Atkinson, Jonathan Tom | |
| contributor author | Ismail, Riyad | |
| contributor author | Robertson, Martin | |
| date accessioned | 2020-03-12T18:23:53Z | |
| date available | 2020-03-12T18:23:53Z | |
| date issued | 2014 | |
| identifier issn | 1939-1404 | |
| identifier other | 6522870.pdf | |
| identifier uri | http://libsearch.um.ac.ir:80/fum/handle/fum/957117?locale-attribute=en | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 7989301 | |
| subject keywords | hyperspectral imaging | |
| subject keywords | remote sensing | |
| subject keywords | support vector machines | |
| subject keywords | vegetation | |
| subject keywords | AISA Eagle image | |
| subject keywords | IAP species | |
| subject keywords | Pinus patula plantations | |
| subject keywords | SVM-RFE approach | |
| subject keywords | Solanum mauritianum | |
| subject keywords | South Africa | |
| subject keywords | True Skills Statistic | |
| subject keywords | bugweed infestation mapping | |
| subject keywords | commercial forestry activities | |
| subject keywords | ecological damage | |
| subject keywords | environment damage | |
| subject keywords | forestry plantations | |
| subject keywords | hyperspectral imagery | |
| subject keywords | invasive alien plant | |
| subject keywords | natural areas | |
| subject keywords | summer rainfall regions | |
| subject keywords | support vector machines | |
| subject keywords | waveband optimal subset | |
| subject keywords | weed distribution | |
| subject keywords | weed management | |
| identifier doi | 10.1109/JSTARS.2013.2257988 | |
| journal title | Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of | |
| journal volume | 7 | |
| journal issue | 1 | |
| filesize | 2747411 | |
| citations | 0 |