Environmental statistics
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Environment statistics is the application of statistical methods to
environmental science Environmental science is an interdisciplinary academic field that integrates physics, biology, and geography (including ecology, chemistry, plant science, zoology, mineralogy, oceanography, limnology, soil science, geology and physical geog ...
. It covers procedures for dealing with questions concerning the
natural environment The natural environment or natural world encompasses all living and non-living things occurring naturally, meaning in this case not artificial. The term is most often applied to the Earth or some parts of Earth. This environment encompasses t ...
in its undisturbed state, the interaction of humanity with the environment, and urban environments. The field of environmental statistics has seen rapid growth in the past few decades as a response to increasing concern over the environment in the public, organizational, and governmental sectors. The
United Nations The United Nations (UN) is an intergovernmental organization whose stated purposes are to maintain international peace and security, develop friendly relations among nations, achieve international cooperation, and be a centre for harmoni ...
' Framework for the Development of Environment Statistics (FDES) defines the scope of environment statistics as follows:http://unstats.un.org/unsd/environment/FDES/FDES-2015-supporting-tools/FDES.pdf United Nations Framework for the Development of Environment Statistics The scope of environment statistics covers biophysical aspects of the environment and those aspects of the socio-economic system that directly influence and interact with the environment. The scope of environment, social and economic statistics overlap. It is not easy – or necessary – to draw a clear line dividing these areas. Social and economic statistics that describe processes or activities with a direct impact on, or direct interaction with, the environment are used widely in environment statistics. They are within the scope of the FDES.


Uses

Statistical analysis is essential to the field of environmental sciences, allowing researchers to gain an understanding of environmental issues through researching and developing potential solutions to the issues they study. The applications of statistical methods to environmental sciences are numerous and varied. Environmental statistics are used in many fields including; health and safety organizations, standard bodies, research institutes, water and river authorities, meteorological organizations, fisheries, protection agencies, and in risk, pollution, regulation and control concerns. Environmental statistics is especially pertinent and widely used in the academic, governmental, regulatory, technological, and consulting industries. Specific applications of statistical analysis within the field of environmental science include earthquake risk analysis, environmental policymaking, ecological sampling planning, environmental forensics. Within the scope of environmental statistics, there are two main categories of their uses. *
Descriptive statistics A descriptive statistic (in the count noun sense) is a summary statistic that quantitatively describes or summarizes features from a collection of information, while descriptive statistics (in the mass noun sense) is the process of using and an ...
is not used to make inferences about data, but simply to describe its characteristics. *
Inferential statistics Statistical inference is the process of using data analysis to infer properties of an underlying distribution of probability.Upton, G., Cook, I. (2008) ''Oxford Dictionary of Statistics'', OUP. . Inferential statistical analysis infers propertie ...
is used to make inferences about data, test hypotheses or make predictions. Types of studies covered in environmental statistics include: * Baseline studies to document the present state of an environment to provide background in case of unknown changes in the future; * Targeted studies to describe the likely impact of changes being planned or of accidental occurrences; * Regular monitoring to attempt to detect changes in the environment.


Sources

Sources of data for environmental statistics are varied and include surveys related to human populations and the environment, records from agencies managing environmental resources, maps and images, equipment used to examine the environment, and research studies around the world. A primary component of the data is direct observation, although most environmental statistics use a variety of sources.


Methods

Methods of statistical analysis in environmental sciences are as numerous as its applications. While there is a basis for the methods used in other fields, many of these methods must be adapted to suit the needs or limitations of data in environmental science. Linear regression models,
generalized linear model In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related to the response variable via a ''link function'' and by ...
s, and
non-linear model In mathematics, nonlinear modelling is empirical or semi-empirical modelling which takes at least some nonlinearities into account. Nonlinear modelling in practice therefore means modelling of phenomena in which independent variables affecting th ...
s are some methods of statistical analysis that are widely used within environmental science to study relationships between variables.


See also

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Coordination of Information on the Environment Coordination of Information on the Environment (CORINE) is a European programme initiated in 1985 by the European Commission, aimed at gathering information relating to the environment on certain priority topics for the European Union (air, water, ...
*
Environmental studies Environmental studies is a multidisciplinary academic field which systematically studies human interaction with the environment. Environmental studies connects principles from the physical sciences, commerce/economics, the humanities, and socia ...
*
Statistics Statistics (from German: '' Statistik'', "description of a state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, indust ...


References

{{Reflist, refs=Manly B.F.J. (2001) ''Statistics for Environmental Science and Management'', Chapman & Hall/CRC. {{ISBN, 1-58488-029-5


External links

*https://www.oecd-ilibrary.org/environment/data/oecd-environment-statistics_env-data-en *https://unstats.un.org/unsd/envstats/qindicators.cshtml *http://www.jenvstat.org/ *https://cfpub.epa.gov/si/si_public_record_report.cfm?dirEntryId=137230&Lab=NERL *https://web.ma.utexas.edu/users/mks/envstat.html *https://www.umass.edu/landeco/teaching/ecodata/schedule/statistics.pdf *https://unstats.un.org/unsd/environmentgl/default.asp Applied statistics