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    <front>
                        
                        <journal-meta>
            <issn>1642-2511</issn>
                                </journal-meta>
        <article-meta>
            <title-group>
                                    <article-title>Using airborne laser scanning data  for automation land cover mapping in the aspect of monitoring forest succession areas</article-title>
                                    <article-title>Zastosowanie danych lotniczego skanowania laserowego dla automatyzacji określania pokrycia terenu w aspekcie monitorowania obszarów sukcesji leśnej</article-title>
                            </title-group>

                        <contrib-group>
                                                            <contrib contrib-type="author" corresp="no">
                            <name>
                                <surname>Szostak</surname>
                                <given-names>Marta </given-names>
                            </name>
                            <role>author</role>
                                                                                                                                    <xref ref-type="aff" rid="aff-1"/>
                                                                                        <xref ref-type="corresp" rid="cor-1"/>
                        </contrib>
                                            <contrib contrib-type="author" corresp="no">
                            <name>
                                <surname>Bochenek</surname>
                                <given-names>Jakub </given-names>
                            </name>
                            <role>author</role>
                                                                                                                                    <xref ref-type="aff" rid="aff-2"/>
                                                                                        <xref ref-type="corresp" rid="cor-2"/>
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                                                                                        <aff id="aff-1">
                    <institution-wrap>
                        <institution>University of Agriculture in Krakow, Faculty of Forestry, Institute of Forest Resources Management, Department of Forest Management, Geomatics and Forest Economics</institution>
                                            </institution-wrap>
                </aff>
                                                                        
            <author-notes>
                                    <corresp id="cor-1">Correspondence to: Marta  Szostak <email></email></corresp>
                                    <corresp id="cor-2">Correspondence to: Jakub  Bochenek <email></email></corresp>
                            </author-notes>

                            <pub-date date-type="pub" publication-format="electronic" iso-8601-date="2018-12-14">
                    <day>14</day>
                    <month>12</month>
                    <year>2018</year>
                </pub-date>
            
            <volume>Vol. 17 (2018)</volume>
            <issue>2018</issue>
                        <fpage>91</fpage>
                                    <lpage>97</lpage>
            
            <permissions>
                <copyright-statement>Copyright &#x00A9; 2018</copyright-statement>
                                    <copyright-year>2018</copyright-year>
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    <body>
        &lt;div style=&quot;text-align: left;&quot;&gt;Paper concerning possibilities of using airborne laser scanning (ALS) data for monitoring land cover changes, mainly land abandonment, especially for the aspect of detection forest succession area. Automated method was developed based on the product of ALS data processing − normalized Digital Surface Model (nDSM).  The results of ALS data processing were compared with the official cadastral data and the result of photointerpretation and manual vectorization orthophotomap. As a test site was chosen area in Wieliczka district (Małopolska voivodship, south of Poland). The area of study consisted of several plots listed in the cadastral database mainly as agricultural areas, meadows or pastures but most of them not used for agriculture, but abandoned and covered by process of the secondary forest succession. Detailed information about actual land cover was determined for year 2012 based on ALS data from ISOK project (Head of Geodesy and Cartography). Research showed discrepancy between the cadastral data and actual state for plots. Using ALS data, there was possibility in the semi-automatic way to confirm the process of forest succession in the analysed area, according to the results of vectorization orthophotomap.&lt;/div&gt;
    </body>
    <back>
                    <ref-list>
                                                                                <ref id="B1">
                            <label>1</label>
                            <article-title>Bergen K.M., Dronova I. 2007. Observing succession on aspen-dominated landscapes using remote sensing-ecosystem approach. Landscape Ecology. 22, 1395–1410. </article-title>
                        </ref>
                                                                                                    <ref id="B2">
                            <label>2</label>
                            <article-title>Błajda S. 2015. Monitoring of changes in EGiB database concerned forest succession based on orthophotomaps and airborne laser scanning data at the area of Milicz District. Dyploma thesis. </article-title>
                        </ref>
                                                                                                    <ref id="B3">
                            <label>3</label>
                            <article-title>Bowen M.E., Mcalpine C.A., House A.P.N., Smith G.C. 2007. Regrowth forests on abandoned agricultural land: A review of their habitat values for recovering forest fauna. Biological Conservation. 140, 3–4, 273–296.</article-title>
                        </ref>
                                                                                                    <ref id="B4">
                            <label>4</label>
                            <article-title>European Commission. 2018. Modernising the CAP: satellite data authorised to replace on-farm checks. NEWS, 25 May 2018, Brussels (https://ec.europa.eu/info/news) .</article-title>
                        </ref>
                                                                                                    <ref id="B5">
                            <label>5</label>
                            <article-title>Ewijk K.Y., Treitz P.M., Scott N.A. 2011. Characterizing forest succession in central Ontario using lidar-derived indices, Photogrammetric Engineering and Remote Sensing, 77 (3), 261–269. </article-title>
                        </ref>
                                                                                                    <ref id="B6">
                            <label>6</label>
                            <article-title>Falkowski M.J., Evans J.S., Martinuzzi S., Gessler P.E., Hudak A.T. 2009. Characterizing forest succession with lidar data: An evaluation for the Inland Northwest, USA, Remote Sensing of Environment, 113 (5), 946–956</article-title>
                        </ref>
                                                                                                    <ref id="B7">
                            <label>7</label>
                            <article-title>Kolecka N. 2018. Height of Successional Vegetation Indicates Moment of Agricultural Land Abandonment. Remote Sensing 10 (10), 1568. </article-title>
                        </ref>
                                                                                                    <ref id="B8">
                            <label>8</label>
                            <article-title>Kolecka N., Kozak J., Kaim D., Dobosz M., Ginzler Ch., Psomas A. 2016. Mapping secondary forest succession on abandoned agricultural land in the Polish Carpathians. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Archives, 41, 931–935.</article-title>
                        </ref>
                                                                                                    <ref id="B9">
                            <label>9</label>
                            <article-title>Kolecka N., Kozak J., Kaim D., Dobosz M., Ginzler C., Psomas A. 2015. Mapping secondary forest succession on abandoned agricultural land with LiDAR point clouds and terrestrial photography, Remote Sensing, 7 (7), 8300–8322. </article-title>
                        </ref>
                                                                                                    <ref id="B10">
                            <label>10</label>
                            <article-title>Lasanta T., Arnáez J, Pascual N., Ruiz-Flaño P., Errea M.P., Lana-Renault N. 2017. Space–time process and drivers of land abandonment in Europe. Catena 149, 810–823</article-title>
                        </ref>
                                                                                                    <ref id="B11">
                            <label>11</label>
                            <article-title>Lieskovský J.  Bezák P., Špulerová J., Lieskovský T.,  Koleda P.,  Dobrovodská M.,  Bürgi M., Gimmi U. 2015. The abandonment of traditional agricultural landscape in Slovakia – Analysis of extent and driving forces, Journal of Rural Studies, vol. 37, pp. 75–84.</article-title>
                        </ref>
                                                                                                    <ref id="B12">
                            <label>12</label>
                            <article-title>McGaughey R.J. 2012. Fusion/ldv: Software for lidar data analysis and visualization. Software manual. USDA Forest Service. Pacific Northwest Research Station. </article-title>
                        </ref>
                                                                                                    <ref id="B13">
                            <label>13</label>
                            <article-title>Naesset E., Okland T. 2002. Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve. Remote Sensing of Environment, vol. 79, s. 105–115.</article-title>
                        </ref>
                                                                                                    <ref id="B14">
                            <label>14</label>
                            <article-title>Navarro L., Pereira H. 2012. Rewilding abandoned landscapes in Europe, Ecosystems, 15, 900–912 </article-title>
                        </ref>
                                                                                                    <ref id="B15">
                            <label>15</label>
                            <article-title>Susyan E.A., Wirth S., Ananyeva N.D, Stolnikova E.V. 2011. Forest succession on abandoned arable soils in European Russia – Impacts on microbial biomass, fungal-bacterial ratio, and basal CO2 respiration activity. European Journal of Soil Biology. 47, 3, 169–174. </article-title>
                        </ref>
                                                                                                    <ref id="B16">
                            <label>16</label>
                            <article-title>Szostak M., Wężyk P., Tompalski P. 2014. Aerial Orthophoto and Airborne Laser Scanning as Monitoring Tools for Land Cover Dynamics: A Case Study from the Milicz Forest District (Poland). Pure and Applied Geophysics, vol. 171 (2014), No. 6, 857–866. </article-title>
                        </ref>
                                                                                                    <ref id="B17">
                            <label>17</label>
                            <article-title>Szostak M., Hawryło P., Piela D. 2018. Using of Sentinel-2 images for automation of the forest succession detection. European Journal of Remote Sensing, 51, 1, 142–149.</article-title>
                        </ref>
                                                                                                    <ref id="B18">
                            <label>18</label>
                            <article-title>Szostak M., Wężyk P., Király G., Hawryło P., Bednarski A. 2018. Automation of forest succession dynamics using airborne laser scanning data. 18th International Multidisciplinary Scientific GeoConference SGEM 2018, www.sgem.org, SGEM2018 Conference Proceedings, 18, 2.3, 41–48.</article-title>
                        </ref>
                                                                                                    <ref id="B19">
                            <label>19</label>
                            <article-title>Śmigielski M., Pijanowski J., Gniadek J. 2017. Forest succession and afforestation of agricultural land as a current challenge agricultural works. Acta Sci. Pol. Formatio Circumiectus 16 (4) 2017, 51–63. </article-title>
                        </ref>
                                                                                                    <ref id="B20">
                            <label>20</label>
                            <article-title>Tompalski P. 2012. The use of 3D spatial indices for urban vegetation analysis based on airborne laser scanning data. Archives of Photogrammetry, Cartography and Remote Sensing, vol. 23, s. 443–456. </article-title>
                        </ref>
                                                                                                    <ref id="B21">
                            <label>21</label>
                            <article-title>Wężyk P., Szostak M., Tompalski P. 2009. Comparison of the accuracy of the ‘‘PHOTO’’ check method with automatic analysis based on ALS data for direct control of subsidy payments. Archives of Photogrammetry, Cartography and Remote Sensing 20, 445–456.</article-title>
                        </ref>
                                                </ref-list>
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</article>
