Skripsi

PEMETAAN HABITAT BENTIK MENGGUNAKAN UNMANNED AERIAL VEHICLE (UAV) DI PERAIRAN PULAU DUA, ENGGANO, BENGKULU

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Benthic habitat in the waters of Dua Island, Enggano is the habitat of all aquatic creatures. The use of UAV imagery can be used to see the extent in benthic habitats on Dua Island because UAVs are capable of low flight which allows sensors to observe and collect data. This study aims to map benthic habitat by utilizing UAV imagery and testing the scale and algorithm of Support Vector Machine and Random Forest in classifying benthic habitat on Dua Island. The classification results using Support Vector Machine and Random Forest algorithms on Dua Island produced 4 classes, namely coral reefs, seagrasses, sand and macroalgae. The accuracy value is obtained from the use of a scale of 250 and the Support Vector Machine algorithm with an overall accuracy of 82%. The area of coral reefs is on a scale of 250 and the Support Vector Machine algorithm is 5.3 Ha, seagrass is 3.1 Ha, Sand is 6.1 Ha, and macroalgae is 0.2 Ha. Benthic habitat on the coast of Dua Island, Enggano is able to produce 4 classification classes, where a scale of 250 produces the best classification among other scales and the Support Vector Machine algorithm produces more accurate results than Random Forest. The results of this study can be improved by using more sophisticated tools

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Availability

Detail Information

Series Title

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Call Number

T1516712024

Publisher

Indralaya : Prodi Ilmu Kelautan, Fakultas Matematika dan Ilmu Pengetahuan Alam Uniersitas Sriwijaya., 2024

Collation

xviii, 49 hlm.; ilus.; 29 cm

Language

Indonesia

ISBN/ISSN

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Classification

577.770 7

Content Type

Text

Media Type

unmediated

Carrier Type

-

Edition

-

Subject(s)

Prodi Ilmu Kelautan
Habitat Bentik

Specific Detail Info

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Statement of Responsibility

KA

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