The RST (Robust Satellite Techniques) approach is a multi-temporal scheme of satellite data analysis widely used to investigate and monitor thermal volcanic activity from space through high temporal resolution sensors such as the Moderate Resolution Imaging Spectroradiometer (MODIS), Spinning Enhanced Visible Infrared Imager (SEVIRI). In this work, we present results preliminary algorithm imple...

Accurate and reliable informal settlement maps are fundamental decision-making tools for planning, expediting informed management of cities. However, extraction spatial information settlements has remained a mammoth task due to the heterogeneity urban landscape components, requiring complex analytical processes. To date, use Google Earth Engine platform (GEE), with cloud computing prowess, prov...

Sea-level rise is a problem increasingly affecting coastal areas worldwide. The existence of free and open-source models to estimate the sea-level impact can contribute improve management. This study aims develop validate two different predict supported by Google Earth Engine (GEE)—a cloud-based platform for planetary-scale environmental data analysis. first model Bathtub Model based on uncerta...

Suhu permukaan daratan di Kecamatan Ternate Tengah mengalami peningkatan dari tahun 2013-2023, salah satu faktor penyebabnya yaitu terjadinya perkembangan lahan terbangun yang semakin meningkat setiap tahunnya. Penelitian ini menggunakan data citra Landsat 8 Collection 1 Tier 2 TOA Reflectance pada google earth engine berbasis cloud computing. Hasil penelitian menunjukan bahwa nilai suhu tertin...

Forests are considered as one of the main sources biodiversity. Forest fires caused by various reasons pose a high risk in terms Therefore, mapping fire zones is great importance determining damage fire, managing process, and planning interventions zone. Although remote sensing fast cost-effective methodology for zones, implementation methodologies problematic some respects. The web-based Googl...

An actual cropland extent product with a high spatial resolution precision of up to 60 m is believed be particularly significant in tackling numerous water security concerns and world food challenges. To advance the development niche, advanced goods such as crop variety techniques, intensities, production, irrigation, it necessary examine how products typically span narrow or expansive farmland...