First evolving in cyanobacteria, the light reactions of oxygenic photosynthesis are carried out by the membrane proteins, photosystem II and photosystem I, located in the thylakoid membrane. Both utilize light captured by their core antenna systems to catalyze a charge separation event at their respective reaction centers and energizes electrons to be transferred energetically uphill, eventually to be stored as a high energy chemical bond. These protein complexes are highly conserved throughout different photosynthetic lineages and understanding the variations across species is vital for a complete understanding of how photosynthetic organisms can adapt to vastly different environmental conditions. Most knowledge about photosynthesis comes from only a handful of model organisms grown under laboratory conditions. Studying model organisms has facilitated major breakthroughs in understanding photosynthesis, however, due to the vast global diversity of environments where photosynthetic organisms are found, certain aspects of this process may be overlooked or missed by focusing on a select group of organisms optimized for studying in laboratory conditions. This dissertation describes the isolation of a new extremophile cyanobacteria, Cyanobacterium aponinum 0216, from the Arizona Sonoran Desert and its innate ability to grow in light intensities that exceed other model organisms. A structure guided approach was taken to investigate how the structure of photosystem I can influence the spectroscopic properties of chlorophylls, with a particular focus on long wavelength chlorophylls, in an attempt to uncover if photosystem I is responsible for high light tolerance in Cyanobacterium aponinum 0216. To accomplish this, the structure of photosystem I was solved by cryogenic electron microscopy to 2.7-anstrom resolution. By comparing the structure and protein sequences of Cyanobacterium aponinum to other model organisms, specific variations were identified and explored by constructing chimeric PSIs in the model organism Synechocystis sp. PCC 6803 to determine the effects that each specific variation causes. The results of this dissertation describe how the protein structure and composition affect the spectroscopic properties of chlorophyll molecules and the oligomeric structure of photosystem I, possibly providing an evolutionary advantage in the high light conditions observed in the Arizona Sonoran Desert.