182 research outputs found

    Conceptual framework of the changes of rural settlements in oasis based on CA and ABM.

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    Conceptual framework of the changes of rural settlements in oasis based on CA and ABM.</p

    Coefficients of the driving factors in the logistic regression analysis.

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    Coefficients of the driving factors in the logistic regression analysis.</p

    Spatial expression of the influences of the driving factors (Software: ArcMap 10.2.0, http://www.esri.com. Figures were generated with ESRI using author-owned data).

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    5a Transfer probability of cropland; 5b. Transfer probability of water body; 5c. Transfer probability of unused land; 5d. Transfer probability of administrative centers; 5e. Transfer probability of hospital; 5f. Transfer probability of road; 5g. Transfer probability of school).</p

    Classification map of land uses in the study area.

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    (Categorical data are from the Landsat Thematic Mapper images of the United States Geological Survey [https://earthexplorer.usgs.gov] [Path/Row number: #148 #34; Date: 2002/06/22; 2010/08/23; 2018/05/09]. Validation data are from the MSS&PAN images of the GF-1 Satellite in 2018. Those data products are at level 1A and cloud coverage was less than 10%. Furthermore, 100 training samples were selected from each class by using support vector machine. The separability of the sample is more than 1.9, and the overall classification accuracy reaches 80%, The classification results of GF-1 are consistent with those of LANDSAT in 2018).</p

    Actual land use in 2018 and simulated land use in 2018 obtained by PLUS of YMST.

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    (Software: ArcMap 10.2.0, http://www.esri.com).</p

    Transition probability of rural settlements in QPT.

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    (Software: ArcMap 10.2.0, http://www.esri.com. Figures were generated with ESRI using author-owned data).</p

    Change in the land use composition of QPT from 2002 to 2026 (km<sup>2</sup>).

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    Change in the land use composition of QPT from 2002 to 2026 (km2).</p

    Geographic location of the study area.

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    (The original map was downloaded from The Gateway to Astronaut Photography of Earth Website (https://eol.jsc.nasa.gov/SearchPhotos/). The map downloaded from this website is free and open to scholars; thus, we do not need to supply copyright permission).</p

    Simulation results of the local spatial distribution of land use in QPT in 2026 obtained by three methods.

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    (Software: ArcMap 10.2.0, http://www.esri.com).</p

    Simulation results of land use in 2026 obtained with three methods (km<sup>2</sup>).

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    Simulation results of land use in 2026 obtained with three methods (km2).</p
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