Landsat Capability to Mapping of Total Solid Suspended (TSS) and Coastal Ecosystem

Landsat Capability to Mapping of Total Solid Suspended (TSS) and Coastal Ecosystem

The purpose of this study was to analyze the distribution dynamics and TSS concentrations based on four different seasons and different years for five years. Image processing of TSS included Correction with Dark Object Substraction and Atmospheric correction method, and Syarif Budhiman algorithm used to extract TSS. The image processing of coastal ecosystem was composed […]

Accuracy of Unsupervised Classification to Determine Coral Health using SPOT-6 and Sentinel-2A

Accuracy of Unsupervised Classification to Determine Coral Health using SPOT-6 and Sentinel-2A

Characteristics of corals spectral from different species are expected to have optically different characters. The aims of this research are to compare unsupervised classification between IsoData and K-Means methods with Lyzenga application, and to analyze the precision of SPOT-6 and Sentinel-2A satellite imagery in classsifying shallow water habitat. The image processing are atmosferic correction, cropping, […]

Simulation-based investigation of the generality of Lyzenga’s multispectral bathymetry formula in Case-1 coral reef water

Simulation-based investigation of the generality of Lyzenga’s multispectral bathymetry formula in Case-1 coral reef water

Lyzenga’s multispectral bathymetry formula has attracted considerable interest due to its simplicity. However, there has been little discussion of the effect that variation in optical conditions and bottom typesdwhich commonly appears in coral reef environmentsdhas on this formula’s results. The present paper evaluates Lyzenga’s multispectral bathymetry formula for a variety of optical conditions and bottom […]

Seasionality of Kappaphycus alvarezii production trends in Sulawesi using UAV monitoring

Seasionality of Kappaphycus alvarezii production trends in Sulawesi using UAV monitoring

Climate change poses significant challenges to seaweed farming, particularly in South Sulawesi, where seasonal variations influence the production dynamics. This study examined the impact of climate variability on Kappaphycus alvarezii seaweed farming by analyzing production trends across four key seasons: the west monsoon, east monsoon, transition from east to west monsoon,and transition from west to […]

Tracking Coral Loss in the Spermonde Archipelago of Indonesia: 32 Years of Satellite Monitoring From 1990 to 2022

Tracking Coral Loss in the Spermonde Archipelago of Indonesia: 32 Years of Satellite Monitoring From 1990 to 2022

Precision Aquaculture Drone Mapping of the Spatial Distribution of Kappaphycus Alvarezii Biomass and Carrageenan

Precision Aquaculture Drone Mapping of the Spatial Distribution of Kappaphycus Alvarezii Biomass and Carrageenan

UAV’s remote sensing for observation of microatolls in shallow waters of small islands, Spermode Archipelago, Indonesia

Spatial Technology Based Participatory Digital Database for Village Potentials