NDLI: Information Properties of Boundary Line Models for N2O Emissions from Agricultural Soils

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Holographic Dark Information Energy: Predicted Dark Energy Measurement

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Experimental Assessment of a 2-D Entropy-Based Model for Velocity Distribution in Open Channel Flow

Information Properties of Boundary Line Models for N2O Emissions from Agricultural Soils

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On Classical Ideal Gases

Statistical Analysis of Gait Maturation in Children Using Nonparametric Probability Density Function Modeling

Minimum Mutual Information and Non-Gaussianity through the Maximum Entropy Method: Estimation from Finite Samples

Transfer Entropy for Coupled Autoregressive Processes

Information Properties of Boundary Line Models for N2O Emissions from Agricultural Soils

Content Provider	MDPI
Author	Topp, Cairistiona Wang, Weijin Cloy, Joanna Rees, Robert Hughes, Gareth
Abstract	Boundary line models for N2O emissions from agricultural soils provide a means of estimating emissions within defined ranges. Boundary line models partition a two-dimensional region of parameter space into sub-regions by means of thresholds based on relationships between N2O emissions and explanatory variables, typically using soil data available from laboratory or field studies. Such models are intermediate in complexity between the use of IPCC emission factors and complex process-based models. Model calibration involves characterizing the extent to which observed data are correctly forecast. Writing the numerical results from graphical two-threshold boundary line models as 3×3 prediction-realization tables facilitates calculation of expected mutual information, a measure of the amount of information about the observations contained in the forecasts. Whereas mutual information characterizes the performance of a forecaster averaged over all forecast categories, specific information and relative entropy both characterize aspects of the amount of information contained in particular forecasts. We calculate and interpret these information quantities for experimental N2O emissions data.
File Size	250880
Ending Page	987
Page Count	16
Starting Page	972
File Format	PDF
e-ISSN	10994300
DOI	10.3390/e15030972
Journal	Entropy
Issue Number	3
Volume Number	15
Language	English
Publisher Date	2013-03-05
Access Restriction	Open
Subject Keyword	nitrous oxide emissions boundary line model agricultural soils expected mutual information normalized mutual information specific information relative entropy
Content Type	Text
Resource Type	Article

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