Single-species approaches to fishery assessment are not sufficient to avoid the changes to ecosystems caused by fishing. These changes include the replacement of high-trophic-level, high-value species, by low-trophic-level, low-value species. Commercial fisheries practices and ecosystem effects interact, producing serious depletion that: is usually detected too late, resulting in fishery collapses and the failure of stocks to rebuild. Multispecies management is required. Whole ecosystem modeling can evaluate the impacts of fishing on nonharvested groups. Ecosystems and their embedded fisheries can now be effect:ively modeled using the mass balance system of Ecopath, and new routines, Ecosim and Ecospace, which allow simulation of "what if' questions related to changes in time and space by a fishery sector.