• Scopus
  • Chinese Science Citation Database (CSCD)
  • A Guide to the Core Journal of China
  • CSTPCD
  • F5000 Frontrunner
  • RCCSE
Advanced search
Yan Ming, Liu Peng-ju, Jiang Yu-hao, Zhang Ying-kai, Sun Li. Extraction method of slope aspect based on DEM and solar radiation in mountain area of Beijing[J]. Journal of Beijing Forestry University, 2018, 40(1): 67-73. DOI: 10.13332/j.1000-1522.20170311
Citation: Yan Ming, Liu Peng-ju, Jiang Yu-hao, Zhang Ying-kai, Sun Li. Extraction method of slope aspect based on DEM and solar radiation in mountain area of Beijing[J]. Journal of Beijing Forestry University, 2018, 40(1): 67-73. DOI: 10.13332/j.1000-1522.20170311

Extraction method of slope aspect based on DEM and solar radiation in mountain area of Beijing

More Information
  • Received Date: September 03, 2017
  • Revised Date: December 07, 2017
  • Published Date: December 31, 2017
  • ObjectiveSlope aspect is an important part of site factors and is very important for terrain analysis. Calculating slope aspect based on DEM is of great significance to natural habitat analysis and geo-ecological process simulation. Terrain is so complex in mountain area that the solar radiation of slope has large differences due to terrain shading. In this paper, the method of slope aspect extraction based on DEM and solar radiation has maintained the objectivity of slope aspect calculated from DEM in mountain area. At the same time, it can be consisted with the sunny and shady slope aspects. This lays the foundation for the study of mountain meteorology, soil distribution, site conditions and suitability analysis.
    MethodBased on the digital terrain analysis, a solar radiation reference model in Beijing area was established to realize an extraction method of solar radiation equivalent slope aspect, in which the model of solar radiation analysis based on DEM was applied to explore the relationship between solar radiation and slope aspect, slope degree and altitude. The standard solar radiation was calculated based on the elevation, slope degree and slope aspect of the plots, a solar radiation equivalent slope aspect was inferred with slope aspect calculated from DEM and standard solar radiation.
    Result2000 plots of the forest resource survey (FRS) in Beijing mountain area were selected as the test data. The slope aspect calculated from DEM with cell size 30, 60, 90, 120, 150 and 200 m was taken as the evaluation criterion. There were 1 398 plots of which the difference between solar radiation and standard solar radiation was less than 5%, which accounted for 69.9% of the whole plots. The slope aspect of these plots can be calculated from the 30 m DEM. Terrain shading had a larger impact on 602 plots. According to the calculation of solar radiation reference model, the solar radiation equivalent slope aspect of 583 plots was consistent with the evaluation criterion.
    ConclusionThe consistency analysis with evaluation criterion showed that the consistency of the solar radiation equivalent slope aspect in the test data reached 99.05%, while the consistency of the FRS slope aspect in the test data was 72.05%. Therefore, the proposed method of solar radiation equivalent slope aspect can reflect the influence of terrain shading based on this method, the extraction of the aspect was scientific and practical, so that a new and more objective method for calculating aspect was provided for the research and production practice of the forest resource survey and site conditions.
  • [1]
    陈楠, 王钦敏, 汤国安.基于DEM的坡向提取算法对比分析:以黄土丘陵沟壑区的研究为例[J].遥感信息, 2007(1):70-75. doi: 10.3969/j.issn.1000-3177.2007.01.017

    Chen N, Wang Q M, Tang G A. Comparative analysis of the algorithms of aspect deriving from DEM: take the study of Loess Hill and Gully Area as the case[J]. Remote Sensing Information, 2007(1):70-75. doi: 10.3969/j.issn.1000-3177.2007.01.017
    [2]
    孙立平, 董献付, 周勇, 等.青藏线冻土区"阴阳坡"问题及其辐射机制[J].冰川冻土, 2008, 30(4):610-616. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=bcdt200804012

    Sun L P, Dong X F, Zhou Y, et al. The effect of embankment slope orientation along the Qinghai-Tibet routes and related radiation mechanism[J].Journal of Glaciology and Geocryology, 2008, 30(4):610-616. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=bcdt200804012
    [3]
    Skidmore K A. A comparison of techniques for calculating gradient and aspect from a gridded digital elevation model[J]. International Journal of Geographical Information Science, 1989, 3(4):323-334. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=10.1080/02693798908941519
    [4]
    刘学军, 龚健雅, 周启鸣, 等.基于DEM坡度坡向算法精度的分析研究[J].测绘学报, 2004, 33(3):258-263. doi: 10.3321/j.issn:1001-1595.2004.03.014

    Liu X J, Gong J Y, Zhou Q M, et al. A study of accuracy and algorithms for calculating slope and aspect based on grid digital elevation model(DEM)[J]. Acta Geodaetica et Cartographica Sinica, 2004, 33(3):258-263. doi: 10.3321/j.issn:1001-1595.2004.03.014
    [5]
    Dozier J, Outcalt S I. An approach toward energy balance simulation over rugged terrain[J]. Geographical Analysis, 1979, 11(1):65-85. doi: 10.1111-j.1538-4632.1979.tb00673.x/
    [6]
    Dozier J, Frew J. Rapid calculation of terrain parameters for radiation modeling from digital elevation data[J]. IEEE Transactions on Geoscience & Remote Sensing, 1990, 28(5):963-969. http://ieeexplore.ieee.org/iel1/36/2144/00058986.pdf
    [7]
    陈晓峰, 刘纪远.利用GIS方法建立山区温度分布模型[J].中国图象图形学报, 1998, 3(3):234-238. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGTB803.012.htm

    Chen X F, Liu J Y. Using GIS to establish temperature distribution model in mountain area[J]. Journal of Image and Graphics, 1998, 3(3):234-238. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGTB803.012.htm
    [8]
    张海龙, 刘高焕, 姚玲, 等.复杂地形任意天气情形下太阳直接辐射量模拟[J].中国沙漠, 2010, 30(6):1469-1476. http://d.old.wanfangdata.com.cn/Periodical/zgsm201006033

    Zhang H L, Liu G H, Yao L, et al. Direct solar radiation simulation in all-weather and complex terrain conditions[J]. Journal of Desert Research, 2010, 30(6):1469-1476. http://d.old.wanfangdata.com.cn/Periodical/zgsm201006033
    [9]
    傅抱璞, 潘裕强, 王月莲, 等.秦岭太白山的辐射状况[J].地理研究, 1983(3):44-53. http://www.cnki.com.cn/Article/CJFDTOTAL-DLYJ198303004.htm

    Fu B P, Pan Y Q, Wang Y L, et al. The radiation regime in Taibaishan[J]. Geographical Research, 1983(3):44-53. http://www.cnki.com.cn/Article/CJFDTOTAL-DLYJ198303004.htm
    [10]
    傅抱璞.不同地形下辐射收支各分量的差异与变化[J].大气科学, 1998, 22(2):178-190. doi: 10.3878/j.issn.1006-9895.1998.02.06

    Fu B P. The differences and variations in components of radiation budget on underlying surfaces of different topographies[J]. Chinese Journal of Atmospheric Sciences, 1998, 22(2):178-190. doi: 10.3878/j.issn.1006-9895.1998.02.06
    [11]
    周晋, 晏刚, 吴业正.北京地区的太阳辐射分析[J].太阳能学报, 2005, 26(5):112-116. http://d.old.wanfangdata.com.cn/Periodical/tynxb200505022

    Zhou J, Yan G, Wu Y Z. Analysis of solar radiation for Beijing, China[J]. Acta Energiae Solaris Sinica, 2005, 26(5):112-116. http://d.old.wanfangdata.com.cn/Periodical/tynxb200505022
    [12]
    李天文, 刘学军, 汤国安.地形复杂度对坡度坡向的影响[J].山地学报, 2004, 22(3):272-277. doi: 10.3969/j.issn.1008-2786.2004.03.003

    Li T W, Liu X J, Tang G A. Influence of terrain complexity on slope aspect[J]. Journal of Mountain Science, 2004, 22(3):272-277. doi: 10.3969/j.issn.1008-2786.2004.03.003
    [13]
    韦金丽, 王国波, 凌子燕.基于高分辨率DEM的地形特征提取与分析[J].测绘与空间地理信息, 2012, 35(1):33-36. doi: 10.3969/j.issn.1672-5867.2012.01.008

    Wei J L, Wang G B, Ling Z Y. The extraction and analysis of landform characters based on high-resolution DEM[J]. Geomatics & Spatial Information Technology, 2012, 35(1):33-36. doi: 10.3969/j.issn.1672-5867.2012.01.008
    [14]
    Rich P M, Dubayah R, Hetrick W A, et al. Using viewshed models to calculate intercepted solar radiation: applications in ecology[C]//Proceedings of American society for photogrammetry and remote sensing technical. Bethesda: American Society for Photogrammetry and Remote Sensing, 1994: 524-529.
    [15]
    Fu P. A geometric solar radiation model with applications in landscape ecology[D]. Lawrence Kansas: University of Kansas, 2000.
    [16]
    Fu P, Rich P M. A geometric solar radiation model with applications in agriculture and forestry[J]. Computers and Electronics in Agriculture, 2002, 37(1): 25-35. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=CC027287281
    [17]
    Rich P M, Fu P. Topoclimatic habitat models[C/OL]//Proceedings of the 4th International Conference on Integrating GIS and Environmental Modeling (GIS/EM4). 2000.[2017-07-20]. http://precisionviticulture.com/files/rich_2000_topoclimate_gisem4_96.pdf.
  • Related Articles

    [1]Sun Ruilin, Wang Cheng, Han Wenjing, Bian Qi, Zhang Shujing. Estimates of optimal times for human exposure to sunlight UV radiation in tree shade[J]. Journal of Beijing Forestry University. DOI: 10.12171/j.1000-1522.20240108
    [2]Song Chao, Yu Qiyin, Wang Ruixia, Cui Guofa. Radiation effects of windbreak and sand fixation function in Baijitan National Nature Reserve, Lingwu, Ningxia of northwestern China[J]. Journal of Beijing Forestry University, 2022, 44(7): 78-89. DOI: 10.12171/j.1000-1522.20210034
    [3]Yu Hui, Song Qinghai, Zhang Yiping, Gnanamoorthy Palingamoorthy, Zhang Jing, Sadia Bibi. Long-term variation characteristics of radiation in the tropical seasonal rainforest in Xishuangbanna, southwestern China[J]. Journal of Beijing Forestry University, 2021, 43(4): 56-67. DOI: 10.12171/j.1000-1522.20200270
    [4]Zhang Yu-hong, Cheng Kai-shan, Gao Xin, Zhang Xi-guo, Liu Tong. Influence on antioxidants and alkaloid content of Phellodendron amurense seedlings grown under supplementary UV-B radiation[J]. Journal of Beijing Forestry University, 2018, 40(1): 27-36. DOI: 10.13332/j.1000-1522.20170201
    [5]FEI Xue-hai, ZHANG Yi-ping, SONG Qing-hai, LI Pei-guang, LIU Yun-tong, JIN Yan-qiang, LI Jing, LIN You-xing, ZHANG Shu-bin. Characteristics of solar radiation distribution and albedo in Yuanjiang dry-hot valley, Southwest China[J]. Journal of Beijing Forestry University, 2016, 38(3): 1-10. DOI: 10.13332/j.1000-1522.20150360
    [6]ZHANG Yi-ping, ZHAO Jun-bin, SONG Qing-hai, LIANG Zhi, . Characteristics of solar radiation in main tropical plantations in the Xishuangbanna Tropical Botanical Garden, southwestern China.[J]. Journal of Beijing Forestry University, 2010, 32(4): 136-143.
    [7]WANG Xu, YIN Guang-cai, ZHOU Guo-yi, SUN Ge, TANG Xu-li, WANG Chun-lin, YAN Jun-hua. Temporal and spatial distribution of photosynthetically active radiation flux of coniferous and broadleaved mixed forests at the Dinghushan Mountain, low subtropical China[J]. Journal of Beijing Forestry University, 2007, 29(2): 18-23.
    [8]WANG Xu, ZHOU Guo-yi, SUN Ge, ZHANG De-qiang, YAN Jun-hua, ZHAO Hui. Characteristics of radiation flux of coniferous and broadleaved mixed forest in low subtropical China[J]. Journal of Beijing Forestry University, 2006, 28(5): 28-34.
    [9]DOU Jun-xia, ZHANG Yi-ping, ZHAO Shuang-ju, SONG Qing-hai. Characteristics of radiation at different heights within the canopy of a tropical seasonal rain forest in Xishuangbanna, Southwest China[J]. Journal of Beijing Forestry University, 2006, 28(2): 15-21.
    [10]ZHANG Yi-ping, DOU Jun-xia, YU Gui-rui, ZHAO Shuang-ju, SONG Qing-hai, SUN Xiao-min. Characteristics of solar radiation and its distribution above the canopy of tropical seasonal rain forest in Xishuangbanna, Southwest China[J]. Journal of Beijing Forestry University, 2005, 27(5): 17-25.
  • Cited by

    Periodical cited type(10)

    1. 黄鹂妍,李在留. 青岛市别墅区园林植物调查与分析——以融创红岛壹号院为例. 热带农业科学. 2024(08): 98-102 .
    2. 朱弘,杨乐,岳春雷,李贺鹏. 浙江四明山沼泽中植物群落的生长季动态及其环境解释. 湿地科学. 2023(05): 689-698 .
    3. 张鸿南,邹雯,陈卓,何林君,彭雪峰,王国严,彭培好,李景吉,石松林. 藏东地区植物群落分布格局与环境因子的关系. 应用与环境生物学报. 2023(06): 1289-1297 .
    4. 吴林芳,李维标,李珊珊,吴铸琦,周世凤,苏宏新,黄潇洒. 防城金花茶国家级自然保护区次生季雨林木本植物多样性与种间联结性. 湖南林业科技. 2022(01): 7-13 .
    5. 其其格,闫婕妤,张启昌,姜维庆,赵吉胜,徐秀岩. 长白山北坡蓝靛果忍冬群落物种多样性随海拔梯度变化. 东北林业大学学报. 2022(03): 35-41 .
    6. 陈笑,李远航,左亚凡,林莎,初鼎晋,贺康宁. 林分特征和土壤养分对林下草本物种多样性的影响. 西北植物学报. 2022(08): 1396-1407 .
    7. 刘德良. 梅州市城郊植物多样性调查与分析. 嘉应学院学报. 2021(03): 27-32 .
    8. 田潇然,王锦,余哲修. 1987—2018年丽江坝区景观格局变化轨迹分析. 西部林业科学. 2021(04): 18-25 .
    9. 许宏刚,张建旗,朱亚灵,黄蓉,丑欢欢. 兰州市南北两山草本植物多样性研究. 草原与草坪. 2021(03): 130-136 .
    10. 胡龙胜,胡蝶,杨玉洁,徐耀文,费永俊,程水源. 十字花科碎米荠属植物群落特征研究(英文). Agricultural Science & Technology. 2021(03): 13-21 .

    Other cited types(8)

Catalog

    Article views (1948) PDF downloads (60) Cited by(18)

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return