Remote sensing has traditionally focused on analyzing spectral values—how light interacts with the Earth’s surface. But with the rise of machine learning and artificial intelligence, a new approach is emerging: satellite embeddings. Using platforms like Google Earth Engine (GEE), researchers can now go beyond raw pixel values and extract deeper, more meaningful representations of satellite […]
Understanding how land is used and how it changes over time is one of the most important applications of remote sensing. From tracking deforestation to monitoring urban expansion, Land Use and Land Cover (LULC) analysis provides critical insights for environmental management and planning. Today, one of the most powerful tools for this purpose is Google […]
Remote sensing has become an essential tool for understanding our planet, allowing us to analyze land, water, and environmental changes without direct contact. From monitoring forests to detecting urban expansion, this technology is widely used across many fields. However, working with remote sensing data can feel overwhelming—especially for beginners. This is where QGIS comes in. […]