Assessing spatial-temporal evolution processes and driving forces of karst rocky desertification

被引:34
作者
Chen, Fei [1 ,2 ,3 ,4 ]
Wang, Shijie [1 ,4 ]
Bai, Xiaoyong [1 ,4 ]
Liu, Fang [2 ]
Zhou, Dequan [3 ]
Tian, Yichao [1 ,4 ]
Luo, Guangjie [1 ,4 ]
Li, Qin [1 ,4 ]
Wu, Luhua [1 ,4 ]
Zheng, Cheng [1 ,3 ,4 ]
Xiao, Jianyong [1 ,3 ,4 ]
Qian, Qinghuan [1 ,3 ,4 ]
Cao, Yue [1 ,4 ]
Li, Huiwen [1 ,4 ]
Wang, Mingming [1 ,4 ]
Yang, Yujie [1 ,3 ,4 ]
机构
[1] Chinese Acad Sci, Inst Geochem, State Key Lab Environm Geochem, Guiyang, Guizhou, Peoples R China
[2] Guizhou Univ, Coll Resources & Environm Engn, Guiyang, Guizhou, Peoples R China
[3] Guizhou Normal Univ, Coll Geog & Environm Sci, Guiyang, Guizhou, Peoples R China
[4] Chinese Acad Sci, Puding Karst Ecosyst Observat & Res Stn, Puding, Guizhou, Peoples R China
关键词
Karst rocky desertification; spatial and temporal evolution; geography detector; driving force; GUIZHOU PROVINCE; CHINA; LAND; DEGRADATION; IMPACTS; EROSION; REGION; RISK; SEA;
D O I
10.1080/10106049.2019.1595175
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Karst Rocky Desertification (KRD) has become the most serious ecological disaster in Southwest China. We used the data of Thematic Mapper (TM) images from 1990, 1995, 2000, 2004, and 2011 and the 2016 Operational Land Imager (OLI) image. These sensing images were pre-processed by removing non-karst areas based on lithology and cutting away the land types impossibly generating KRD from land use maps. Then, we used a Classification And Regression Tree (CART) to classify the KRD. We want to improve the interpretation accuracy of KRD through the above steps. The results were as follows: (1) The KRD experiences the evolution process of 'first deterioration and then improvement'. The rate is -4.94 km(2).a(-1) over a period of 1990 to 2004, and the rate is 36.48 km(2).a(-1) from 2004 to 2016; (2) The most influential factors causing KRD formation are the lithology and the resident population density, with contribution rates of 30.17% and 25.86%, respectively.
引用
收藏
页码:262 / 280
页数:19
相关论文
共 46 条
[21]   Interregional comparison of karst disturbance: West-central Florida and southeast Italy [J].
North, Leslie A. ;
van Beynen, Philip E. ;
Parise, Mario .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2009, 90 (05) :1770-1781
[22]   Surface and subsurface environmental degradation in the karst of Apulia (southern Italy) [J].
Parise, M ;
Pascali, V .
ENVIRONMENTAL GEOLOGY, 2003, 44 (03) :247-256
[23]  
Parise M., 2007, NATURAL ANTHROPOGENI, P279
[24]  
Parise M., 2012, Karst Development: Original Papers, V2, P16
[25]  
Parise M., 2015, Karst Aquifers-Characterization and Engineering, P601
[26]  
Qi L., 2011, FOR, V36, P62
[27]  
[宋同清 Song Tongqing], 2014, [生态学报, Acta Ecologica Sinica], V34, P5328
[28]   Two Centuries of Coral Skeletons from the Northern South China Sea Record Mercury Emissions from Modern Chinese Wars [J].
Sun, Ruoyu ;
Hintelmann, Holger ;
Liu, Yi ;
Li, Xiaohua ;
Dimock, Brian .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2016, 50 (11) :5481-5488
[29]   On the application of Bayesian Networks in Digital Soil Mapping [J].
Taalab, K. ;
Corstanje, R. ;
Zawadzka, J. ;
Mayr, T. ;
Whelan, M. J. ;
Hannam, J. A. ;
Creamer, R. .
GEODERMA, 2015, 259 :134-148
[30]   Spatial-temporal changes of vegetation cover in Guizhou Province, Southern China [J].
Tian Yichao ;
Bai Xiaoyong ;
Wang Shijie ;
Qin Luoyi ;
Li Yue .
CHINESE GEOGRAPHICAL SCIENCE, 2017, 27 (01) :25-38