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Visual image interpretation is a fundamental process in remote sensing, involving the systematic examination of aerial or satellite images to extract meaningful information about the objects and features represented. It relies on both the physical characteristics of objects and the expertise of the interpreter to identify, classify, and analyze features on the Earth’s surface. The elements of visual image interpretation are key attributes that guide the interpreter in distinguishing between different objects, materials, and landforms. The first essential element is tone or color. Tone refers to the relative brightness or darkness of objects in a black-and-white image, whereas color refers to the spectral characteristics of objects in a multispectral image. Different land cover types, such as vegetation, water bodies, and urban areas, exhibit characteristic tones or colors. For example, healthy vegetation typically appears in shades of red in near-infrared images _________ __________ ___ ______ _______ _______.
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