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u+'piwik.php']); _paq.push(['setSiteId', '4']); var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0]; g.type='text/javascript'; g.async=true; g.defer=true; g.src=u+'piwik.js'; s.parentNode.insertBefore(g,s); })(); </script> <!--[if gte mso 9]><xml> <o:shapedefaults v:ext="edit" spidmax="2049"/> </xml><![endif]--><!--[if gte mso 9]><xml> <o:shapelayout v:ext="edit"> <o:idmap v:ext="edit" data="1"/> </o:shapelayout></xml><![endif]--> </head> <body lang=ZH-CN link=blue vlink=purple style='tab-interval:21.0pt'> <div class=WordSection1> <!--<p><span lang=EN-US><span style='mso-no-proof:yes'><img width=40 height=40 id="_x0000_i1028" src="file:///\\my.kingidc.net\piwik\piwik.php%3fidsite=4"></span></span></p>--> <p style="FONT-SIZE: 12pt; font-family: &#39;Segoe UI&#39;;"><a href="http://www.geosimulation.cn/" target="_blank">Geographical Simulation and Optimization System (GeoSOS)</a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<a href="http://geosimulation.cn/GlobalLUCCProduct.html" target="_blank">Global LUCC simulation product at a 1-km resolution</a></p> <h2 align=center style='text-align:center'><strong><span lang=EN-US style='font-size:15.0pt;font-family:"Segoe UI","sans-serif"'>Future Land Use Simulation Model Software: </span></strong><span lang=EN-US style='font-size: 15.0pt;font-family:"Segoe UI","sans-serif"'><o:p></o:p></span></h2> <h2 align=center style='text-align:center'><strong><span lang=EN-US style='font-size:15.0pt;font-family:"Segoe UI","sans-serif"'>GeoSOS-FLUS </span></strong><span lang=EN-US style='font-size:15.0pt;font-family:"Segoe UI","sans-serif"'><o:p></o:p></span></h2> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp; Our newly proposed FLUS model is an integrated model for multi-type land use scenario simulations by coupling human and natural effects. At the same time, the spatial simulation module of the FLUS model was made into GUI software named <strong><span style='font-family:"Segoe UI","sans-serif"'>GeoSOS-FLUS </span></strong>. The GeoSOS-FLUS was developed as an extension of the previous GeoSOS software to facilitate the multiple land use change simulations. The software provides a multiple CA allocation model for simulating land use change and scenario analysis. <o:p></o:p></span></p> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;The multiple CA allocation model is developed based on the theory of Cellular Automata (CA), but with several improvements over traditional CA:<o:p></o:p></span></p> <ul type=disc> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>The multiple CA allocation model is based on the analysis of the pattern of the most recent land use instead of the change in land use across two terms. This improvement not only avoids the effect of error accumulation from the disagreement between two terms of land use data but also allows the model to have a much wider range of applications. <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>An artificial neural network (ANN) is used for taking both human activities and natural ecological effects into consideration by finding the complex relationships between land use patterns and various human and natural driving forces. <o:p></o:p></span></li> <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto; mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>An elaborate self-adaptive inertia and competition mechanism is designed to address the competition and interactions among different land use types. The stochastic characteristics of this mechanism enable the model to reflect the uncertainty of real-world LUCC dynamics.<o:p></o:p></span></li> </ul> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;To ensure the speed of the model, GeoSOS-FLUS was developed purely in the C++ language. The ANN technique in our model is from a powerful open source library called Shark 3.1.0 (<a href="http://image.diku.dk/shark/">http://image.diku.dk/shark/</a>). The UI of the software is built using a famous open source library Qt 4.8.5 (<a href="https://www.qt.io/download/">https://www.qt.io/download/</a>). This UI provides a real-time display of dynamic changes of land use in simulation processes. Moreover, the use of the open source library GDAL 1.9.2 (<a href="http://www.gdal.org/">http://www.gdal.org/</a>) allows our model to directly read and write raster data (.tif, .img, .txt files) that includes geographical coordinate information. <o:p></o:p></span></p> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp; Therefore, the GeoSOS-FLUS is a powerful tool for making land use change simulations more convenient and efficient, which can be easily used for several purposes including: 1) the establishment of urban construction boundaries (UCBs); 2) the high-resolution simulation of internal land use change within a city; 3) environmental management and urban planning; 4) large-scale land use change and its effect on climate; 5) regional land suitability analysis; 6) early warning for the loss of natural and agricultural land cover types; and 7) hotspot recognition for land-use change. When simulating future land use patterns, users need other external models, such as the SD model or Markov chain, to project future land use demands as inputs of GeoSOS-FLUS. <o:p></o:p></span></p> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;A user s manual is available for downloading at a link that appear below, which can provide users of GeoSOS-FLUS a  quick start on how to use the software. All of the necessary data and files for the tutorial have been provided and can be used as templates for formatting your own files later on. <o:p></o:p></span></p> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;<o:p></o:p></span></p> <p align=center style='text-align:center'><span lang=EN-US><span style='mso-no-proof:yes'><img border=0 width=765 height=473 id="_x0000_i1027" src="FLUS/FLUS-1.png"></span></span></p> <p><span lang=EN-US>&nbsp;</span></p> <p align=center style='text-align:center'><span lang=EN-US><span style='mso-no-proof:yes'><img border=0 width=765 height=473 id="_x0000_i1026" src="FLUS/FLUS-2.png"></span></span></p> <p><span lang=EN-US>&nbsp;</span></p> <p align=center style='text-align:center'><span lang=EN-US><span style='mso-no-proof:yes'><img border=0 width=765 height=473 id="_x0000_i1025" src="FLUS/FLUS-3.png"></span></span></p> <p><span lang=EN-US>&nbsp;</span></p> <p><span lang=EN-US>&nbsp;</span></p> <h3><span lang=EN-US style='font-size:15.0pt;font-family:"Segoe UI","sans-serif"'>Download<o:p></o:p></span></h3> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;You can download UGB-FLUS/FLUS V2.3 here</span><span style='mso-ascii-font-family: "Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'></span><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;<a href="FLUS/GeoSOS-FLUS%20V2.3.zip">GeoSOS-FLUS V2.3</a><o:p></o:p></span></p> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;You can download a English version of User Manual for GeoSOS-FLUS here</span><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI"; mso-bidi-font-family:"Segoe UI"'></span><span lang=EN-US style='font-family: "Segoe UI","sans-serif"'>&nbsp;<a href="FLUS/GeoSOS-FLUS%20Manual_En.pdf">GeoSOS-FLUS Manual_En</a><o:p></o:p></span></p> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;You can download a Chinese version of User Manual for GeoSOS-FLUS here</span><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI"; mso-bidi-font-family:"Segoe UI"'></span><span lang=EN-US style='font-family: "Segoe UI","sans-serif"'>&nbsp;<a href="FLUS/GeoSOS-FLUS%20Manual_CHS.pdf">GeoSOS-FLUS Manual_CHS</a><o:p></o:p></span></p> <p><span lang=EN-US>&nbsp;</span></p> <h3 style="FONT-SIZE: 15pt; font-family: &#39;Segoe UI&#39;; FONT-WEIGHT: bold">Reference</h3> <p style="FONT-SIZE: 12pt; font-family: &#39;Segoe UI&#39;;">&nbsp;&nbsp;&nbsp;&nbsp;Liu Xiaoping, Xun Liang, Xia Li*, Xiaocong Xu*, Jinpei Ou, Yimin Chen, Shaoying Li, Shaojian Wang, and Fengsong Pei. 2017. A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects. <strong><em>Landscape and Urban Planning</em></strong>, 168: 94 116. (<a href="Papers/2017LUP-FLUS.pdf" target="_blank">PDF Fulltext</a>) </p> <p style="FONT-SIZE: 12pt; font-family: &#39;Segoe UI&#39;;">&nbsp;&nbsp;&nbsp;&nbsp;Xun Liang, Xiaoping Liu*, Li Dan, Zhao Hui, Chen Guangzhao. 2018 . Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model. <strong><em>International Journal of Geographical Information Science</em></strong>, 1 23. (<a href="Papers/FLUS planning policies.pdf" target="_blank">PDF Fulltext</a>) </p> <p style="FONT-SIZE: 12pt; font-family: &#39;Segoe UI&#39;;">&nbsp;&nbsp;&nbsp;&nbsp;Xun Liang, Xiaoping Liu*, Xia Li*, Yimin Chen, He Tian, Yao Yao. 2018 . Delineating multi-scenario urban growth boundaries with a CA-based FLUS model and morphological method. <strong><em>Landscape and Urban Planning</em></strong>, 177: 47 63. (<a href="Papers/UGB-FLUS.pdf" target="_blank">PDF Fulltext</a>) </p> <br/> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>&nbsp;&nbsp;&nbsp;&nbsp;If you have any ideas, suggestions, comments, criticisms, or questions, please contact Dr. Xun Liang at the following e-mail address: <a href="mailto:liangxunnice@163.com">liangxunnice@163.com</a>, we would love to hear from you about our model or software.<o:p></o:p></span></p> <h3><span lang=EN-US style='font-size:15.0pt;font-family:"Segoe UI","sans-serif"'>&nbsp;<o:p></o:p></span></h3> <p><span lang=EN-US style='font-family:"Segoe UI","sans-serif"'>Last updated: 10 August, 2018<o:p></o:p></span></p> </div> </body> </html>