New Model of Vegetation Monitoring Using Flying NIR Cameras with NDVI Parameters and C-means
| Main Authors: | Ubaya, Huda, Sukemi, Sukemi, Purnamasari, Ayu |
|---|---|
| Format: | Article PeerReviewed Book |
| Bahasa: | eng |
| Terbitan: |
IOP
, 2019
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| Subjects: | |
| Online Access: |
https://repository.unsri.ac.id/29493/1/sukemi-Ubaya_2019_J._Phys.%20_Conf._Ser._1196_012024-New%20model%20of%20vegetation%20monitoring.pdf https://repository.unsri.ac.id/29493/ |
Daftar Isi:
- Abstract. Vegetation is an assemblage of the plant and various constituent flora collectively in a particular region. This research was conducted to test a new model in observing the level of vegetation by using a NIR camera that has an NRG filter, to obtain the NDVI value as the parameter in determining the level of vegetation in a region. The further stage was processing the NDVI value using contrast enhancement and Gaussian smoothing for image enhancement. The results obtained from this stage were clustered using c-means which produced 5 cluster values and the centroid value could be a reference to the value of vegetation in the desired region. Cluster with NDVI value range from -1 to 0.09 showed the value for water and land while the value range above 0.09 showed the cluster for plants.