Biogeography now incorporates many different fields including, but not limited to, physical geography, geology, plant biology, zoology, general biology, and modelling. A biogeographer's main focus is on how the environment and humans affect the distribution of species and genetic diversity. Biogeography is being applied to biodiversity conservation and planning, projecting global environmental changes on species and biomes, projecting the spread of infectious diseases, invasive species, and for supporting planning for the establishment of crops. Technological evolution and advances in knowledge have generated a suite of predictor variables for biogeographic analysis, including global satellite imaging and image processing of the Earth. Two main types of satellite imaging that are important within modern biogeography are Global Production Efficiency Model (GLO-PEM) and Geographic Information Systems (GIS). GLO-PEM uses satellite-imaging gives "repetitive, spatially contiguous, and time specific observations of vegetation". These observations are on a global scale. GIS can show certain processes on the earth's surface like whale locations,
sea surface temperatures, and
bathymetry. Current scientists also use coral reefs to delve into the history of biogeography through the fossilized reefs. Two global information systems are either dedicated to, or have strong focus on, biogeography (in the form of the spatial location of observations of organisms), namely the
Global Biodiversity Information Facility (GBIF: 2.57 billion species occurrence records reported as at August 2023) and, for marine species only, the
Ocean Biodiversity Information System (OBIS, originally the
Ocean Biogeographic Information System: 116 million species occurrence records reported as at August 2023), while at a national scale, similar compilations of species occurrence records also exist such as the U.K.
National Biodiversity Network, the
Atlas of Living Australia, and many others. In the case of the oceans, in 2017 Costello
et al. analyzed the distribution of 65,000 species of marine animals and plants as then documented in OBIS, and used the results to distinguish 30 distinct marine realms, split between continental-shelf and offshore deep-sea areas. Since it is self evident that compilations of species occurrence records cannot cover with any completeness, areas that have received either limited or no sampling, a number of methods have been developed to produce arguably more complete "predictive" or "modelled" distributions for species based on their associated environmental or other preferences (such as availability of food or other habitat requirements); this approach is known as either Environmental niche modelling (ENM) or
Species distribution modelling (SDM). Depending on the reliability of the source data and the nature of the models employed (including the scales for which data are available), maps generated from such models may then provide better representations of the "real" biogeographic distributions of either individual species, groups of species, or
biodiversity as a whole, however it should also be borne in mind that historic or recent human activities (such as
hunting of great whales, or other human-induced exterminations) may have altered present-day species distributions from their potential "full" ecological footprint. Examples of predictive maps produced by niche modelling methods based on either GBIF (terrestrial) or OBIS (marine, plus some freshwater) data are the former
Lifemapper project at the
University of Kansas (now continued as a part of
BiotaPhy) and
AquaMaps, which as at 2023 contain modelled distributions for around 200,000 terrestrial, and 33,000 species of
teleosts, marine mammals, and invertebrates. One advantage of ENM/SDM is that in addition to showing current (or even past) modelled distributions, insertion of changed parameters such as the anticipated effects of
climate change can also be used to show potential changes in species distributions that may occur in the future based on such scenarios. ==Paleobiogeography==