Stewart Fotheringham
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Alexander Stewart Fotheringham (born February 2, 1954) is a British-American geographer known for his contributions to
quantitative geography Quantitative geography is a subfield and methodological approach to geography that develops, tests, and uses scientific, mathematical, and statistical methods to analyze and model geographic phenomena and patterns. It aims to explain and predict t ...
,
geographic information science Geographic information science (GIScience, GISc) or geoinformation science is a scientific discipline at the crossroads of computational science, social science, and natural science that studies geographic information, including how it represe ...
(GIScience), and
spatial analysis Spatial analysis is any of the formal Scientific technique, techniques which study entities using their topological, geometric, or geographic properties, primarily used in Urban design, Urban Design. Spatial analysis includes a variety of techni ...
. He holds a Ph.D. in geography from
McMaster University McMaster University (McMaster or Mac) is a public research university in Hamilton, Ontario, Canada. The main McMaster campus is on of land near the residential neighbourhoods of Ainslie Wood, Ontario, Ainslie Wood and Westdale, Ontario, Westd ...
and is professor of Geography at
Florida State University Florida State University (FSU or Florida State) is a Public university, public research university in Tallahassee, Florida, United States. It is a senior member of the State University System of Florida and a preeminent university in the s ...
. He has contributed to the literature surrounding spatial analysis and
spatial statistics Spatial statistics is a field of applied statistics dealing with spatial data. It involves stochastic processes (random fields, point processes), sampling, smoothing and interpolation, regional ( areal unit) and lattice ( gridded) data, poin ...
, particularly in the development of geographically weighted regression (GWR) and multiscale geographically weighted regression (MGWR).


Education

Fotheringham received a BSc in geography from the
University of Aberdeen The University of Aberdeen (abbreviated ''Aberd.'' in List of post-nominal letters (United Kingdom), post-nominals; ) is a public university, public research university in Aberdeen, Scotland. It was founded in 1495 when William Elphinstone, Bis ...
in 1976. He received an M.A. in 1978 and Ph.D. in 1980, both in geography from
McMaster University McMaster University (McMaster or Mac) is a public research university in Hamilton, Ontario, Canada. The main McMaster campus is on of land near the residential neighbourhoods of Ainslie Wood, Ontario, Ainslie Wood and Westdale, Ontario, Westd ...
. His research focuses on developing and applying spatial statistics, mathematical, and computational methods within the discipline of
quantitative geography Quantitative geography is a subfield and methodological approach to geography that develops, tests, and uses scientific, mathematical, and statistical methods to analyze and model geographic phenomena and patterns. It aims to explain and predict t ...
. He has worked both on the theoretical and applied side of quantitative geography. His applied research interests include crime,
public health Public health is "the science and art of preventing disease, prolonging life and promoting health through the organized efforts and informed choices of society, organizations, public and private, communities and individuals". Analyzing the de ...
, and human migration.


Career


University positions

After obtaining his Ph.D. in 1980, he worked as a professor at
University at Buffalo The State University of New York at Buffalo (commonly referred to as UB, University at Buffalo, and sometimes SUNY Buffalo) is a public university, public research university in Buffalo, New York, Buffalo and Amherst, New York, United States. ...
, becoming a full professor in 1988. From 1991 to 1992, he held the position of professor of quantitative geography at the University of Newcastle. From 1993 to 1994, Fotheringham worked as an assistant chair in the Department of Geography at the
State University of New York The State University of New York (SUNY ) is a system of Public education, public colleges and universities in the New York (state), State of New York. It is one of the List of largest universities and university networks by enrollment, larges ...
. In 1994, he returned to the University of Newcastle as a professor of quantitative geography and the director of the North-East Regional Research Laboratory. He remained in this position until 2004. Fotheringham became a visiting research fellow at the
University of Leeds The University of Leeds is a public research university in Leeds, West Yorkshire, England. It was established in 1874 as the Yorkshire College of Science. In 1884, it merged with the Leeds School of Medicine (established 1831) and was renamed Y ...
until 2006. Simultaneously, from 2004 to 2011, he assumed the SFI research professor and director at the
National University of Ireland, Maynooth Maynooth University (MU) (), is a constituent university of the National University of Ireland in Maynooth, County Kildare, Ireland. Maynooth University was formerly known as National University of Ireland, Maynooth (NUIM; ). It was Ireland ...
. Between 2011 and 2014, Fotheringham served as the director of the Centre for GeoInformatics and was a professor of quantitative geography at the
University of St Andrews The University of St Andrews (, ; abbreviated as St And in post-nominals) is a public university in St Andrews, Scotland. It is the List of oldest universities in continuous operation, oldest of the four ancient universities of Scotland and, f ...
. In 2014, Fotheringham began his tenure as a professor of computational spatial science at
Arizona State University Arizona State University (Arizona State or ASU) is a public university, public research university in Tempe, Arizona, United States. Founded in 1885 as Territorial Normal School by the 13th Arizona Territorial Legislature, the university is o ...
. In 2024, Fotheringham began his tenure as a professor of Geography at
Florida State University Florida State University (FSU or Florida State) is a Public university, public research university in Tallahassee, Florida, United States. It is a senior member of the State University System of Florida and a preeminent university in the s ...
. Fotheringham published more than 200 peer-reviewed journal articles and book chapters during his career.


Professional affiliations

From 1995 to 1998, Fotheringham was elected as the chair of the Quantitative Methods Study Group of the
Royal Geographical Society The Royal Geographical Society (with the Institute of British Geographers), often shortened to RGS, is a learned society and professional body for geography based in the United Kingdom. Founded in 1830 for the advancement of geographical scien ...
. In 2009, he was appointed as Ireland's representative on the Governance Committee of the EU Joint Planning Initiative on Urban Europe, giving him an active involvement in shaping urban planning initiatives. In 2014, Fotheringham was selected as a member of the
National Academy of Sciences The National Academy of Sciences (NAS) is a United States nonprofit, NGO, non-governmental organization. NAS is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of Engineering (NAE) and the ...
’ Mapping Science Committee. This committee seeks to organize research and inform on methods to use spatial data ethically to inform policy and benefit society.


Research


Geographically Weighted Regression

Fotheringham contributed to GIScience and spatial statistics with his work in developing Geographically Weighted Regression (GWR). GWR was first developed as a statistical technique in the 1990s by Fotheringham, Chris Brundson, and Martin Charloton. Fotheringham has continued to be involved in researching expanding upon GWR, and its applications, in the years since. GWR is designed to address the limitations of traditional global regression models, such as Ordinary Least Squares (OLS), which assume that relationships between variables are global; that is, constant across space. In GWR, regression coefficients (parameters) are estimated locally for each geographic location or point, allowing for the modeling of spatial heterogeneity. Geographically Weighted Regression is a cornerstone of GIS and spatial analysis, and is built into
ArcGIS ArcGIS is a family of client, server and online geographic information system (GIS) software developed and maintained by Esri. ArcGIS was first released in 1982 as ARC/INFO, a command line-based GIS. ARC/INFO was later merged into ArcGIS De ...
, as a package for the
R (programming language) R is a programming language for statistical computing and Data and information visualization, data visualization. It has been widely adopted in the fields of data mining, bioinformatics, data analysis, and data science. The core R language is ...
, and as a plugin for
QGIS QGIS is a geographic information system (GIS) software that is free and open-source. QGIS supports Windows, macOS, and Linux. It supports viewing, editing, printing, and analysis of geospatial data in a range of data formats. Its name comes from ...
.


Geographical and Temporal Weighted Regression

Time is recognized as significant to spatial analysis, with a substantial amount of literature within the discipline of
time geography Time geography or time-space geography is an evolving transdisciplinary perspective on spatial and temporal processes and events such as social interaction, ecological interaction, social and environmental change, and biographies of individuals. ...
. However, incorporating both space and time is a significant challenge for researchers. Fotheringham addressed this problem in his 2015 paper titled "Geographical and Temporal Weighted Regression (GTWR)." GTWR builds upon GWR by incorporating the dimension of time into the analysis. This is accomplished by deriving both spatial and temporal bandwidths and using them to construct a weighted matrix. GTWR is available as packages in R, such as GWmodelS.


Multiscale Geographically Weighted Regression

Multiscale Geographically Weighted Regression (MGWR) builds upon GWR by allowing for the comparison of variables at different spatial scales, This is accomplished by allowing for different neighborhood bandwidths for each variable. MGWR is available both within ArcGIS and as Python scripts published by a team of researchers including Fotheringham. Fortheringham spoke at UCGIS on applying MGWR in a webinar titled Measuring the "Unmeasurable: Models of Geographical Context."


Awards and honors

*Member,
National Academy of Sciences The National Academy of Sciences (NAS) is a United States nonprofit, NGO, non-governmental organization. NAS is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of Engineering (NAE) and the ...
* Fellow,
American Association of Geographers The American Association of Geographers (AAG) is a Nonprofit organization, non-profit learned society, scientific and educational society aimed at advancing the understanding, study, and importance of geography and related fields. Its headquar ...
, 2023 * Distinguished Scholarship Honors, American Association of Geographers, 2019 * Outstanding Achievement Award, GEOIDE Network Centre of Excellence, 2000 * The Warren G. Nystrom Award, Association of American Geographers, 1981


Selected publications

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See also

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References


External links

*{{google scholar id, AIcXcUIAAAAJ Living people 1954 births British geographers 20th-century American geographers Geographic information scientists McMaster University alumni Alumni of the University of Aberdeen Arizona State University faculty Spatial statisticians Florida State University faculty Academic staff of the University of Newcastle (Australia) Academics from Yorkshire Academics of the University of St Andrews 20th-century British geographers