Macroevolution refers to the broad patterns and processes of evolutionary change that occur over long periods of geological time, resulting in the emergence of new species and higher taxonomic groups. One of the key processes driving macroevolution is speciation, which involves the splitting of a single lineage into two or more distinct lineages that evolve independently over time.

There are several different models of speciation that have been proposed, but two of the most widely recognized are allopatric speciation and sympatric speciation. Allopatric speciation occurs when a geographic barrier, such as a mountain range, river, or ocean, separates a population into two or more isolated subpopulations that are prevented from interbreeding. Over time, genetic drift, natural selection, and other evolutionary processes may cause the isolated populations to diverge genetically and phenotypically, eventually resulting in the formation of new species. Sympatric speciation, on the other hand, occurs when a new species arises within the same geographic area as its ancestral species, often as a result of disruptive selection or other forms of selection that favor different ecological niches.

Another important process that can contribute to macroevolutionary patterns is adaptive radiation, which refers to the rapid diversification of a single ancestral lineage into a wide variety of different forms, each adapted to a different ecological niche. Examples of adaptive radiations include the finches of the Galapagos Islands, which diversified in response to different types of food resources, and the cichlid fish of the African Great Lakes, which diversified in response to different types of aquatic habitats.

Overall, macroevolutionary patterns and processes reflect the interactions between genetic variation, natural selection, and other evolutionary forces, operating over long periods of time and across large scales of biological organization.