•  
  •  
 

Coal Geology & Exploration

Abstract

The groundwater level of an open-pit coal mine in the grassland area of the east Inner Mongolia has been decreasing continuously under the condition of long-term drainage. In order to study whether the growth of vegetation around the mining area was affected by the decline of groundwater level, the NDVI method was used to analyze the change trend of vegetation index in the study area from 2013 to 2019. Based on the joint entropy theory, the mutual information between NDVI and different meteorological and hydrological elements(temperature, rainfall and groundwater depth)were calculated, and the main influencing factors of vegetation growth were obtained. The results show that the vegetation coverage in the study area is getting better year by year; and the vegetation index gradually increases from 0.10 in 2013 to 0.33 in 2019, with an average annual growth of about 0.03. The vegetation growth is closely related to the local temperature and rainfall, with a weak correlation with the buried depth of the groundwater level. The warm and stable rainfall in the study area results in the earlier and longer vegetation rejuvenation period, and the continuous decline of the water level will not cause the death of the surrounding grassland vegetation. The results enrich the research content of the relationship between vegetation growth and groundwater in the eastern grassland area of Inner Mongolia, and provided technical support for such analysis and evaluation.

Keywords

joint entropy, mutual information, open-pit coal mine, grassland, NDVI, hydromet factors, groundwater

DOI

10.3969/j.issn.1001-1986.2020.04.014

Reference

[1] 曹艳萍,秦奋,庞营军,等. 2002-2016年华北平原植被生长状况及水文要素时空特征分析[J]. 生态学报,2019,39(5):1560-1571. CAO Yanping,QIN Fen,PANG Yingjun,et al. Spatiotemporal changes in vegetation and hydrological factors in the North China plain from 2002 to 2016[J]. Acta Ecologica Sinica,2019,39(5):1560-1571.

[2] 信忠保,许炯心,郑伟. 气候变化和人类活动对黄土高原植被覆盖变化的影响[J]. 中国科学D辑:地球科学,2007,37(11):1504-1514. XIN Zhongbao,XU Jongxin,ZHENG Wei. Effects of climate change and human activities on vegetation cover change in the Loess Plateau[J]. Science in China(Series D):Earth Science,2007,37(11):1504-1514.

[3] 罗敏,古丽·加帕尔,郭浩,等. 2000-2013年塔里木河流域生长季NDVI时空变化特征及其影响因素分析[J]. 自然资源学报,2017,32(1):50-63. LUO Min,Guli JIAPAER,GUO Hao,et al. Spatial-temporal variation of growing-season NDVI and its responses to hydrothermal condition in the Tarim river basin from 2000 to 2013[J]. Journal of Natural Resources,2017,32(1):50-63.

[4] 宋鹏飞,白利平,王国强,等. 黑河流域地下水埋深与气候变化对植被覆盖的影响研究[J]. 北京师范大学学报(自然科学版),2014,50(5):549-554. SONG Pengfei,BAI Liping,WANG Guoqiang,et al. Space time variety rule of vegetation response to dynamic change of groundwater and climate changing in Heihe river basin[J]. Journal of Beijing Normal University(Natural Science),2014,50(5):549-554.

[5] 李丽红,贾琇明,刘珺. 山西省植被指数时空变化特征及其对气候变化的响应[J]. 湖北农业科学,2015,54(17):4143-4147. LI Lihong,JIA Xiuming,LIU Jun. Spatial-temporal variations of vegetation index and its responses to climatic change in Shanxi[J]. Hubei Agricultural Science,2015,54(17):4143-4147.

[6] 梁艳,干珠扎布,张伟娜,等. 气候变化对中国草原生态系统影响研究综述[J]. 中国农业科技导报,2014,16(2):1-8. LIANG Yan,Ganjurjav,ZHANG Weina,et al. A review on effect of climate change on grassland ecosystem in China[J]. Journal of Agricultural Science and Technology,2014,16(2):1-8.

[7] 穆少杰,李建龙,陈奕兆,等. 2001-2010年内蒙古植被覆盖度时空变化特征[J]. 地理学报,2012,67(9):1255-1268. MU Shaojie,LI Jianlong,CHEN Yizhao,et al. Spatial differences of variations of vegetation coverage in Inner Mongolia during 2001-2010[J]. Acta Geographica Sinica,2012,67(9):1255-1268.

[8] 昝国盛,孙涛. 呼伦贝尔草原植被覆盖变化趋势研究[J]. 林业资源管理,2011(1):44-48. ZAN Guosheng,SUN Tao. Vegetation cover change on Hulun Buir grassland[J]. Forest Resources Management,2011(1):44-48.

[9] 张昉. 呼伦贝尔农区NDVI时空变化及其对气候的响应[J]. 北方农业学报,2018,46(3):101-104. ZHANG Fang. Temporal and spatial changes of NDVI and its response to climate in the Hulun Buir agricultural region[J]. Journal of Northern Agriculture,2018,46(3):101-104.

[10] 张惜伟,汪季,高永,等. 近15年呼伦贝尔沙质草原植被覆盖变化对气候因子的响应[J]. 草地学报,2018,26(1):62-69. ZHANG Xiwei,WANG Ji,GAO Yong,et al. Response of vegetation changes to climatic variations in Hulun Buir sandy grassland in the past 15 years[J]. Acta Agrestia Sinica,2018,26(1):62-69.

[11] 张戈丽,徐兴良,周才平,等. 近30年来呼伦贝尔地区草地植被变化对气候变化的响应[J]. 地理学报,2011,66(1):47-58. ZHANG Geli,XU Xingliang,ZHOU Caiping,et al. Responses of vegetation changes to climatic variations in Hulun Buir grassland in past 30 years[J]. Acta Geographica Sinica,2011,66(1):47-58.

[12] 马玉蕾,王德,刘俊民,等. 地下水与植被关系的研究[J]. 水资源与水工程学报,2013,24(5):36-40. MA Yulei,WANG De,LIU Junmin,et al. Research progress on relation between groundwater and vegetation[J]. Journal of Water Resources & Water Engineering,2013,24(5):36-40.

[13] 陈亚宁,李卫红,徐海量,等. 塔里木河下游地下水位对植被的影响[J]. 地理学报,2003,58(4):542-549. CHEN Yaning,LI Weihong,XU Hailiang,et al. The influence of groundwater on vegetation in the lower reaches of Tarim river,China[J]. Acta Geographica Sinica,2003,58(4):542-549.

[14] 马兴旺,李保国,吴春荣,等. 民勤绿洲现状土地利用模式影响下地下水位时空变化的预测[J]. 水科学进展,2003,14(1):85-90. MA Xingwang,LI Baoguo,WU Chunrong,et al. Predicting of temporal-spatial change of groundwater table resulted from current land use in Minqin oasis[J]. Advances in Water Science,2003,14(1):85-90.

[15] 程东会,王文科,侯光才,等. 毛乌素沙地植被与地下水关系[J]. 吉林大学学报(地球科学版),2012,42(1):184-189. CHENG Donghui,WANG Wenke,HOU Guangcai,et al. Relationship between vegetation and groundwater in Mu Us desert[J]. Journal of Jilin University(Earth Science Edition),2012,42(1):184-189.

[16] 范磊,侯光才,陶正平. 毛乌素沙漠萨拉乌苏组地下水特征与植被分布关系[J]. 水土保持学报,2018,32(4):151-157. FAN Lei,HOU Guangcai,TAO Zhengping. Characteristics of groundwater and its relation with vegetation distribution in Sara Wusu Formation of Mu Us desert[J]. Journal of Soil and Water Conservation,2018,32(4):151-157.

[17] 张长春,邵景力,李慈君,等. 华北平原地下水生态环境水位研究[J]. 吉林大学学报(地球科学版),2003,33(3):323-326. ZHANG Changchun,SHAO Jingli,LI Cijun,et al. A study on the ecological groundwater table in the North China plain[J]. Journal of Jilin University(Earth Science Edition),2003,33(3):323-326.

[18] 郭玉川,杨鹏年,李霞. 干旱区地下水埋深空间分布对天然植被覆盖度影响研究:以塔里木河下游为例[J]. 干旱区资源与环境,2011,25(12):161-165. GUO Yuchuan,YANG Pengnian,LI Xia. Effects of spatial distribution of groundwater on vegetation coverage in arid region:A case study in the lower reaches of Tarim river[J]. Journal of Arid Land Resources and Environment,2011,25(12):161-165.

[19] 樊自立,马英杰,张宏,等. 塔里木河流域生态地下水位及其合理深度确定[J]. 干旱区地理,2004,27(1):8-13. FAN Zili,MA Yingjie,ZHANG Hong,et al. Research of eco-water table and rational depth of groundwater of Tarim river drainage basin[J]. Arid Land Geography,2004,27(1):8-13.

[20] 卢龙辉,瓦哈甫·哈力克,邓宝山,等. 典型干旱区绿洲植被-地下水埋深-土壤盐分的空间分异与耦合分析[J]. 科学技术与工程,2017,17(25):158-166. LU Longhui,Wahap HALIK,DENG Baoshan,et al. The spatial variability and coupled analysis for groundwater depth,soil salinity and vegetation of a typical oasis in arid area[J]. Science Technology and Engineering,2017,17(25):158-166.

[21] 夏含峰,谢洪波,刘浩,等. 新疆伊犁河谷植被与地形地貌及地下水关系[J]. 长江科学院院报,2018,35(9):54-57. XIA Hanfeng,XIE Hongbo,LIU Hao,et al. Relations of vegetation with topography and groundwater in Yili river vally of Xinjiang[J]. Journal of Yangtze River Scientific Research Institute,2018,35(9):54-57.

[22] 王水献,吴彬,杨鹏年,等. 焉耆盆地绿洲灌区生态安全下的地下水埋深合理界定[J]. 资源科学,2011,33(3):422-430. WANG Shuixian,WU Bin,YANG Pengnian,et al. Determination of the ecological groundwater depth considering ecological integrity over oasis irrigation areas in the Yanqi basin[J]. Resources Science,2011,33(3):422-430.

[23] 孙宪春,金晓媚,万力. 地下水对银川平原植被生长的影响[J]. 现代地质,2008,22(2):321-324. SUN Xianchun,JIN Xiaomei,WAN Li. Effect of groundwater on vegetation growth in Yinchuan plain[J]. Geoscience,2008,22(2):321-324.

[24] 杨锦. 石羊河流域荒漠绿洲区植被与地下水埋深的关系研究[J]. 甘肃水利水电技术,2018,54(12):1-4. YANG Jin. Study on the relationship between vegetation and groundwater depth in desert oasis area of Shiyang river basin[J]. Gansu Water Resources and Hydropower Technology,2018,54(12):1-4.

[25] 陈伟涛,王焰新,孙自永,等. 干旱内陆区依赖地下水的生态系统研究:以敦煌盆地为例[J]. 第四纪研究,2014,34(5):950-958. CHEN Weitao,WANG Yanxin,SUN Ziyong,et al. Groundwater-dependent ecosystems in arid inland zones:A case study at the Dunhuang basin,northwestern China[J]. Quaternary Sciences,2014,34(5):950-958.

[26] 金晓媚,刘金韬. 黑河下游地区地下水与植被生长的关系[J]. 水利水电科技进展,2009,29(1):1-4. JIN Xiaomei,LIU Jintao. Study on the relationship between groundwater and vegetation growth in lower Heihe river region[J]. Advances in Science and Technology of Water Resources,2009,29(1):1-4.

[27] 张俊,赵振宏,王冬,等. 鄂尔多斯高原地下水浅埋区植被与地下水埋深关系[J]. 干旱区资源与环境,2013,27(4):141-145. ZHANG Jun,ZHAO Zhenhong,WANG Dong,et al. The quantitative relationship between vegetations and groundwater depth in shallow groundwater area of Ordos plateau[J]. Journal of Arid Land Resources and Environment,2013,27(4):141-145.

[28] 王旭升,万力,齐蕊,等. 鄂尔多斯高原地下水与植被盖度的相互影响[J]. 第四纪研究,2014,34(5):1013-1022. WANG Xusheng,WAN Li,QI Rui,et al. Interactions between groundwater and vegetation coverage in Ordos plateau[J]. Quaternary Sciences,2014,34(5):1013-1022.

[29] 张二勇,陶正平,王晓勇,等. 基于植被结构分析法的生态植被与地下水关系研究:以鄂尔多斯盆地内蒙古能源基地为例[J]. 中国地质,2012,39(3):811-817. ZHANG Eryong,TAO Zhengping,WANG Xiaoyong,et al. A study of vegetation response to groundwater on regional scale in northern Ordos basin based on structure chart method[J]. Geology in China,2012,39(3):811-817.

[30] 吕京京. 海流兔河流域地下水对植被指数分布的影响研究[D]. 北京:中国地质大学(北京),2013. LYU Jingjing. Effect of groundwater on vegetation index in Hailiutu river catchment[D]. Beijing:China University of Geosciences(Beijing),2013.

[31] 孟婧莹,康博,杨浩北,等. 基于GIS平台的地下水埋深与植被盖度响应关系研究[J]. 节水灌溉,2012(6):30-34. MENG Jingying,KANG Bo,YANG Haobei,et al. Response relations between groundwater level depths and vegetation coverage based on GIS[J]. Water Saving Irrigation,2012(6):30-34.

[32] 王超. 呼伦贝尔草原露天煤矿区植被对地下水埋深变化响应研究[D]. 呼和浩特:内蒙古大学,2019. WANG Chao. The responds of vegetation to the groundwater depth in the grassland open-pit coal mine area[D]. Huhhot:Inner Mongolia University,2019.

[33] 刘圣,娄华君,贾绍凤,等. 马海绿洲区植被与地下水位埋深的定量关系[J]. 南水北调与水利科技,2014,12(6):1-5. LIU Sheng,LOU Huajun,JIA Shaofeng,et al. Quantitative relationship between vegetation and groundwater depth in Mahai oasis area[J]. South-to-North Water Transfers and Water Science & Technology,2014,12(6):1-5.

[34] 朱永华,张生,孙标,等. 西辽河流域通辽平原区地下水埋深与植被及土壤特征的关系[J]. 水土保持通报,2019,39(1):29-36. ZHU Yonghua,ZHANG Sheng,SUN Biao,et al. Relationship between groundwater depth and characteristics of vegetation and soil in Tongliao plain[J]. Bulletin of Soil and Water Conservation,2019,39(1):29-36.

[35] 陈志云. 基于RS/GIS的西辽河平原地下水位埋深变化与植被生态的响应研究[D]. 长春:吉林大学,2012. CHEN Zhiyun. Research on the response of groundwater depth change and the vegetation ecosystem in the West Liao river plain based on RS/GIS[D]. Changchun:Jilin University,2012.

[36] 夏会娟,孔维静,孙建新,等. 基于MODIS NDVI的辽河保护区成立前后植被覆盖时空动态研究[J]. 生态学报,2018,38(15):5434-5442. XIA Huijuan,KONG Weijing,SUN Jianxin,et al. Spatial-temporal dynamics of vegetation cover before and after establishment of Liaohe river reserve based on MODIS NDVI[J]. Acta Ecologica Sinica,2018,38(15):5434-5442.

[37] 张春涛,应宏,向瑞银,等. 基于联合熵的多变量混沌时间序列相空间重构[J]. 西南师范大学学报(自然科学版),2011,36(4):83-87. ZHANG Chuntao,YING Hong,XIANG Ruiyin,et al. Multivariate chaotic time series phase space reconstruction based on joint entropy[J]. Journal of Southwest China Normal University(Natural Science Edition),2011,36(4):83-87.

[38] 冯霞,刘亚伟. 基于联合熵隐私保护的自适应动态Mix-zone方案[J]. 通信学报,2018,39(3):76-85. FENG Xia,LIU Yawei. Dynamic Mix-zone scheme with joint-entropy based metric for privacy-preserving in IoV[J]. Journal on Communication,2018,39(3):76-85.

[39] 龚伟. 基于信息熵和互信息的流域水文模型不确定性分析[D]. 北京:清华大学,2012. GONG Wei. Watershed model uncertainty analysis based on information entropy and mutual information[D]. Beijing:Tsinghua University,2012.

[40] 韦春荣,何楚. 基于改进型互信息的遥感影像配准方法[J]. 广西师范大学学报:自然科学版,2014,32(2):20-25. WEI Chunrong,HE Chu. A remote sensing image registration algorithm basing on the improved mutual information[J]. Journal of Guangxi Normal University(Natural Science Edition),2014,32(2):20-25.

Share

COinS
 
 

To view the content in your browser, please download Adobe Reader or, alternately,
you may Download the file to your hard drive.

NOTE: The latest versions of Adobe Reader do not support viewing PDF files within Firefox on Mac OS and if you are using a modern (Intel) Mac, there is no official plugin for viewing PDF files within the browser window.