With the emergence of quantum machine learning, our research focuses on investigating
and evaluating suitable quantum algorithms that can address current Earth observation
challenges. To initiate this endeavour, we present a proof-of-concept study, followed by a
comprehensive analysis of the evolution and necessity of hybrid quantum algorithms that
can effectively utilize near-term quantum computing devices (NISQ). By leveraging these
advancements, we aim to unlock the potential of quantum computing for solving complex …