Imperial College London
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DR ANA MIJIC

Faculty of Engineering, Department of Civil and Environmental Engineering

Reader in Water Systems Integration
 
 
 
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Contact

 

+44 (0)20 7594 3796ana.mijic Website

 
 
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Assistant

 

Miss Judith Barritt +44 (0)20 7594 5967

 
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Location

 

310BSkempton BuildingSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@article{Moulds:2015:10.5194/gmd-8-3215-2015,
author = {Moulds, S and Buytaert, W and Mijic, A},
doi = {10.5194/gmd-8-3215-2015},
journal = {Geoscientific Model Development},
pages = {3215--3229},
title = {An open and extensible framework for spatially explicit land use change modelling: the lulcc R package},
url = {http://dx.doi.org/10.5194/gmd-8-3215-2015},
volume = {8},
year = {2015}
}
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RIS format (EndNote, RefMan)

TY  - JOUR
AB  - We present the lulcc software package, an object-oriented framework for land use change modelling written in the R programming language. The contribution of the work is to resolve the following limitations associated with the current land use change modelling paradigm: (1) the source code for model implementations is frequently unavailable, severely compromising the reproducibility of scientific results and making it impossible for members of the community to improve or adapt models for their own purposes; (2) ensemble experiments to capture model structural uncertainty are difficult because of fundamental differences between implementations of alternative models; and (3) additional software is required because existing applications frequently perform only the spatial allocation of change. The package includes a stochastic ordered allocation procedure as well as an implementation of the CLUE-S algorithm. We demonstrate its functionality by simulating land use change at the Plum Island Ecosystems site, using a data set included with the package. It is envisaged that lulcc will enable future model development and comparison within an open environment.
AU  - Moulds,S
AU  - Buytaert,W
AU  - Mijic,A
DO  - 10.5194/gmd-8-3215-2015
EP  - 3229
PY  - 2015///
SN  - 1991-9603
SP  - 3215
TI  - An open and extensible framework for spatially explicit land use change modelling: the lulcc R package
T2  - Geoscientific Model Development
UR  - http://dx.doi.org/10.5194/gmd-8-3215-2015
UR  - http://hdl.handle.net/10044/1/41199
VL  - 8
ER  -
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