Journal of Geographical Sciences ›› 2016, Vol. 26 ›› Issue (4): 387-396.doi: 10.1007/s11442-016-1275-2
• Orginal Article • Next Articles
Received:
2015-03-18
Accepted:
2015-11-05
Online:
2016-04-25
Published:
2016-04-25
About author:
Author: Tan Minghong, PhD and Associate Professor, E-mail:
Supported by:
Minghong TAN. Exploring the relationship between vegetation and dust-storm intensity (DSI) in China[J].Journal of Geographical Sciences, 2016, 26(4): 387-396.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Table 1
Correlations between NDVI and DSI in the different buffers"
SDSI | Spr_10 | Sum_10 | Spr_20 | Sum_20 | Spr_30 | Sum_30 | Spr_40 | Sum_40 | Spr_50 | Sum_50 | |
---|---|---|---|---|---|---|---|---|---|---|---|
SDSI | 1 | -0.168 | -0.272 | -0.172 | -0.273 | -0.166 | -0.273 | -0.163 | -0.271 | -0.158 | -0.263 |
Spr_10 | 1 | 0.666 | 0.968 | 0.674 | 0.945 | 0.658 | 0.928 | 0.647 | 0.895 | 0.621 | |
Sum_10 | 1 | 0.648 | 0.967 | 0.628 | 0.932 | 0.624 | 0.909 | 0.602 | 0.853 | ||
Spr_20 | 1 | 0.702 | 0.987 | 0.695 | 0.974 | 0.687 | 0.943 | 0.660 | |||
Sum_20 | 1 | 0.690 | 0.977 | 0.691 | 0.959 | 0.671 | 0.904 | ||||
Spr_30 | 1 | 0.710 | 0.995 | 0.708 | 0.979 | 0.697 | |||||
Sum_30 | 1 | 0.718 | 0.993 | 0.718 | 0.969 | ||||||
Spr_40 | 1 | 0.724 | 0.990 | 0.717 | |||||||
Sum_40 | 1 | 0.727 | 0.982 | ||||||||
Spr_50 | 1 | 0.741 | |||||||||
Sum_50 | 1 |
Table 2
The results of multi-regression analysis in different temperature zones of China"
Model | Non-standardized coefficients | Standardized coefficients | t | Sig. | Collinearity statistics | |||
---|---|---|---|---|---|---|---|---|
B | Std. Error | Beta | Tolerance | VIF | ||||
SHTZ | (Constant) | 408.026 | 208.969 | 1.953 | 0.052 | |||
LnSum_20 | -58.358 | 24.968 | -0.145 | -2.337 | 0.020 | 0.936 | 1.068 | |
LnSpr_20 | -15.210 | 27.548 | -0.050 | -0.552 | 0.581 | 0.430 | 2.326 | |
Sum_20STD | -0.008 | 0.266 | -0.002 | -0.029 | 0.977 | 0.852 | 1.174 | |
Spr_20STD | 0.057 | 0.521 | 0.010 | 0.110 | 0.912 | 0.407 | 2.457 | |
Wind | 1.867 | 1.016 | 0.126 | 1.838 | 0.068 | 0.759 | 1.318 | |
V_1983 | 133.383 | 19.339 | 0.427 | 6.897 | 0.000 | 0.936 | 1.068 | |
SDTZ | (Constant) | 2179.793 | 375.277 | 5.808 | 0.000 | |||
LnSum_20 | -245.668 | 56.350 | -0.288 | -4.360 | 0.000 | 0.626 | 1.598 | |
Lnspr_20 | -112.639 | 83.428 | -0.108 | -1.350 | 0.178 | 0.427 | 2.341 | |
Sum_20STD | -1.764 | 0.733 | -0.157 | -2.406 | 0.017 | 0.639 | 1.566 | |
Spr_20STD | 1.891 | 1.329 | 0.112 | 1.423 | 0.156 | 0.444 | 2.253 | |
Wind | 0.002 | 0.009 | 0.009 | 0.167 | 0.868 | 0.993 | 1.007 | |
V_1983 | 113.965 | 48.431 | 0.126 | 2.353 | 0.019 | 0.952 | 1.050 | |
DTZ | (Constant) | 119.356 | 217.082 | 0.550 | 0.583 | |||
LnSum_20 | -113.267 | 62.578 | -0.250 | -1.810 | 0.071 | 0.141 | 7.094 | |
Lnspr_20 | 104.619 | 87.193 | 0.152 | 1.200 | 0.231 | 0.167 | 5.984 | |
Sum_20STD | 0.852 | 0.695 | 0.143 | 1.225 | 0.221 | 0.198 | 5.053 | |
Spr_20STD | -2.589 | 1.327 | -0.193 | -1.951 | 0.052 | 0.274 | 3.644 | |
Wind | 4.344 | 1.878 | 0.164 | 2.313 | 0.021 | 0.537 | 1.863 | |
V_1983 | 85.220 | 46.245 | 0.100 | 1.843 | 0.066 | 0.912 | 1.096 | |
QTZ | (Constant) | 1331.376 | 275.143 | 4.839 | 0 | |||
LnSum_20 | -245.585 | 70.107 | -0.458 | -3.503 | 0.001 | 0.19 | 5.251 | |
Lnspr_20 | 36.739 | 109.948 | 0.044 | 0.334 | 0.739 | 0.184 | 5.421 | |
Sum_20STD | 0.93 | 1.166 | 0.072 | 0.798 | 0.426 | 0.396 | 2.524 | |
Spr_20STD | 2.247 | 2.338 | 0.092 | 0.961 | 0.338 | 0.354 | 2.822 | |
Wind | -8.675 | 3.019 | -0.184 | -2.873 | 0.004 | 0.79 | 1.266 | |
V_1983 | 118.291 | 70.748 | 0.102 | 1.672 | 0.096 | 0.87 | 1.15 |
1 |
Cook B I, Miller R L, Seager R, 2009. Amplification of the North American “Dust Bowl” drought through human-induced land degradation.PNAS, 106(13): 4997-5001.
doi: 10.1073/pnas.0810200106 pmid: 19289836 |
2 |
Cyranoski D, 2003, China plans clean sweep on dust storms,Nature, 421(9): 101.
doi: 10.1038/421101a pmid: 12520267 |
3 | Environmental & Ecological Science Data Center for West China (EESDC), 2013. |
4 |
Duan H, Yan C, Tsunekawa Aet al., 2011. Assessing vegetation dynamics in the Three-North Shelter Forest region of China using AVHRR NDVI data.Environ. Earth Sci., 64: 1011-1020.
doi: 10.1007/s12665-011-0919-x |
5 |
D’Odorico P, Bhattachan A, Davis Ket al., 2013. Global desertification: Drivers and feedbacks.Advances in Water Resources, 51: 326-344.
doi: 10.1016/j.advwatres.2012.01.013 |
6 |
Engelstaedter S, Kohfeld K E, Tegen I, Harrison S P, 2003. Controls of dust emissions by vegetation and topographic depressions: An evaluation using dust storm frequency data.Geophysical Research Letters, 30(6): 1294. doi: 1210.1029/2002GL016471.
doi: 10.1029/2002GL016471 |
7 |
Fischer E V, Hsu N C, Jaffe D Aet al., 2009. A decade of dust: Asian dust and springtime aerosol load in the U.S. Pacific Northwest.Geophysical Research Letters, 36: L03821. doi: 03810.01029/02008GL036467.
doi: 10.1029/2008GL036467 |
8 |
Gong S L, Zhang X Y, Zhao T Let al., 2004. Sensitivity of Asian dust storm to natural and anthropogenic factors.Geophysical Research Letters, 31: L07210. doi: 07210.01029/02004GL019502, 012004.
doi: 10.1029/2004GL019502 |
9 | Goudie A S, 2009. Dust storms: Recent developments.Journal of Environmental Management, 90: 89-94. |
10 |
Kimura R, 2012. Factors contributing to dust storms in source regions producing the yellow-sand phenomena observed in Japan from 1993 to 2002.Journal of Arid Environments, 80: 40-44.
doi: 10.1016/j.jaridenv.2011.12.007 |
11 | Liu G, Park S-U, 2007. The logarithm-linear relationship of the occurrence frequency to the duration of sand-dust storms: Evidence from observational data in China.Journal of Arid Environments, 71: 243-249. |
12 | Liu X, Yin Z, Zhang Xet al., 2004. Analyses of the spring dust storm frequency of northern China in relation to antecedent and concurrent wind, precipitation, vegetation, and soil moisture conditions. Journal of Geophysical Research, 109: doi: 10.1029/2004JD004615. |
13 |
Liu Y, Liu R, 2015. Climatology of dust storms in northern China and Mongolia: Results from MODIS observations during 2000-2010.Journal of Geographical Sciences, 25(11): 1298-1306.
doi: 10.1007/s11442-015-1235-2 |
14 |
McTainsh G, Chan Y-C, McGowan Het al., 2005. The 23rd October 2002 dust storm in eastern Australia: Characteristics and meteorological conditions.Atmospheric Environment, 39: 1227-1236.
doi: 10.1016/j.atmosenv.2004.10.016 |
15 | McTainsh G H, Leys J F, O'Loingsigh Tet al., 2011. Wind erosion and land management in Australia during 1940-1949 and 2000-2009 (Report), 45pp. Canberra: Department of Sustainability, Environment, Water, Population and Communities. |
16 |
McTainsh G H, Lynch A W, Tews E K, 1998. Climatic controls upon dust storm occurrence in eastern Australia.Journal of Arid Environments. 39: 457-466.
doi: 10.1006/jare.1997.0373 |
17 |
O’Loingsigh T, McTainsh G H, Tews E Ket al., 2014. The Dust Storm Index (DSI): A method for monitoring broadscale wind erosion using meteorological records.Aeolian Research, 12, 29-40.
doi: 10.1016/j.aeolia.2013.10.004 |
18 |
Prospero J M, Bullard J E, Hodgkins R, 2012. High-latitude dust over the north Atlantic: Inputs from icelandic proglacial dust storms,Science, 335: 1078-1082.
doi: 10.1126/science.1217447 pmid: 22383844 |
19 |
Prospero J M, Lamb P J, 2003. African droughts and dust transport to the Caribbean: Climate change implications.Science, 302: 1024-1027.
doi: 10.1126/science.1089915 pmid: 14605365 |
20 |
Shao Y, Dong C H, 2006. A review on East Asian dust storm climate, modelling and monitoring.Global and Planetary Change, 52: 1-22.
doi: 10.1016/j.gloplacha.2006.02.011 |
21 |
Tan M, Li X, Xin L, 2014. Intensity of dust storms in China from 1980 to 2007: A new definition.Atmospheric Environment, 85: 215-222.
doi: 10.1016/j.atmosenv.2013.12.010 |
22 |
Tan S-C, Shi G Y, Wang H, 2012. Long-range transport of spring dust storms in Inner Mongolia and impact on the China seas.Atmospheric Environment, 46: 299-308.
doi: 10.1016/j.atmosenv.2011.09.058 |
23 |
Torita H, Sato H, 2007. Relationship between shelterbelt structure and mean wind reduction.Agricultural and Forest Meteorology, 145: 186-194.
doi: 10.1016/j.agrformet.2007.04.018 |
24 |
Wang X, Dong Z, Zhang J, Liu L, 2004. Modern dust storms in China: An overview.Journal of Arid Environments, 58: 559-574.
doi: 10.1016/j.jaridenv.2003.11.009 |
25 |
Wang X, Zhang Y, Jian Jet al., 2009. Effects of spring-summer grazing on longitudinal dune surface in southern Gurbantunggut Desert.Journal of Geographical Sciences, 19: 299-308.
doi: 10.1007/s11442-009-0299-2 |
26 |
Xiao F, Zhou C, Liao Y, 2008. Dust storms evolution in Taklimakan Desert and its correlation with climatic parameters.Journal of Geographical Sciences, 18: 415-424.
doi: 10.1007/s11442-008-0415-8 |
27 |
Xu X, Levy J K, Lin Zet al., 2006. An investigation of sand-dust storm events and land surface characteristics in China using NOAA NDVI data.Global and Planetary Change, 52: 182-196.
doi: 10.1016/j.gloplacha.2006.02.009 |
28 |
Yang B, Bräuning A, Zhang Zet al., 2007. Dust storm frequency and its relation to climate changes in Northern China during the past 1000 years.Atmospheric Environment, 41: 9288-9299.
doi: 10.1016/j.atmosenv.2007.09.025 |
29 |
Yao Z, Xiao J, Li Cet al., 2011. Regional characteristics of dust storms observed in the Alxa Plateau of China from 1961 to 2005.Environ. Earth Sci., 64: 255-267.
doi: 10.1007/s12665-010-0845-3 |
30 |
Yumimoto K, Eguchi K, Uno Iet al., 2010. Summertime trans‐Pacific transport of Asian dust.Geophysical Research Letters, 37(18) : L18815. doi: 18810.11029/12010GL043995, 042010.
doi: 10.1029/2010GL043995 |
31 |
Zhu C, Wang B, Qian W, 2008. Why do dust storms decrease in northern China concurrently with the recent global warming?Geophysical Research Letters, 35: L18702. doi: 18710.11029/12008GL034886, 032008.
doi: 10.1029/2008GL034886 |
[1] | HOU Bingfei, JIANG Chao, SUN Osbert Jianxin. Differential changes in precipitation and runoff discharge during 1958-2017 in the headwater region of Yellow River of China [J]. Journal of Geographical Sciences, 2020, 30(9): 1401-1418. |
[2] | WU Li, SUN Xiaoling, SUN Wei, ZHU Cheng, ZHU Tongxin, LU Shuguang, ZHOU Hui, GUO Qingchun, GUAN Houchun, XIE Wei, KE Rui, LIN Guiping. Evolution of Neolithic site distribution (9.0-4.0 ka BP) in Anhui, East China [J]. Journal of Geographical Sciences, 2020, 30(9): 1451-1466. |
[3] | CHENG Mingyang, LI Linna, ZHOU Yang. Exploring the urban-rural development differences and influencing factors in the Huang-Huai-Hai Plain of China [J]. Journal of Geographical Sciences, 2020, 30(10): 1603-1616. |
[4] | FANG Xiuqi, ZHENG Xue, ZHANG Xing. Correspondence between the large volcanic eruptions and ENSO events over AD 1525–2000 [J]. Journal of Geographical Sciences, 2020, 30(1): 103-118. |
[5] | YANG Yu, LI Xiaoyun, DONG Wen, POON P H Jessie, HONG Hui, HE Ze, LIU Yi. Assessing China’s human-environment relationship [J]. Journal of Geographical Sciences, 2019, 29(8): 1261-1282. |
[6] | Wenlan GAO, Keqin DUAN, Shuangshuang LI. Spatial-temporal variations in cold surge events in northern China during the period 1960-2016 [J]. Journal of Geographical Sciences, 2019, 29(6): 971-983. |
[7] | Wenhao WU, Zongfeng CHEN, Yuheng LI, Yongsheng WANG, Jiayu YAN, Chuanyao SONG. Land engineering and its role for sustainable agriculture in the agro-pastoral ecotone: A case study of Yulin, Shaanxi Province, China [J]. Journal of Geographical Sciences, 2019, 29(5): 818-830. |
[8] | Xuegang CUI, Chuanglin FANG, Zhenbo WANG, Chao BAO. Spatial relationship of high-speed transportation construction and land-use efficiency and its mechanism: Case study of Shandong Peninsula urban agglomeration [J]. Journal of Geographical Sciences, 2019, 29(4): 549-562. |
[9] | GAO Chundong, GUO Qiquan, JIANG Dong, WANG Zhenbo, FANG Chuanglin, HAO Mengmeng. Theoretical basis and technical methods of cyberspace geography [J]. Journal of Geographical Sciences, 2019, 29(12): 1949-1964. |
[10] | Zhouying SONG, Shuyun CHE, Yu* YANG. The trade network of the Belt and Road Initiative and its topological relationship to the global trade network [J]. Journal of Geographical Sciences, 2018, 28(9): 1249-1262. |
[11] | Mofei CHEN, Jinyun DENG, Shaoying FAN, Yitian LI. Applying energy theory to understand the relationship between the Yangtze River and Poyang Lake [J]. Journal of Geographical Sciences, 2018, 28(8): 1059-1071. |
[12] | Xue DAI, Guishan YANG, Rongrong WAN, Yanyan LI. The effect of the Changjiang River on water regimes of its tributary Lake East Dongting [J]. Journal of Geographical Sciences, 2018, 28(8): 1072-1084. |
[13] | Yuanzhi GUO, Yang ZHOU, Zhi CAO. Geographical patterns and anti-poverty targeting post-2020 in China [J]. Journal of Geographical Sciences, 2018, 28(12): 1810-1824. |
[14] |
Dazhuan GE, Hualou LONG, Yingnan ZHANG, Shuangshuang TU.
Analysis of the coupled relationship between grain yields and agricultural labor changes in China [J]. Journal of Geographical Sciences, 2018, 28(1): 93-108. |
[15] | Wenjiao SHI, Yiting LIU, Xiaoli SHI. Development of quantitative methods for detecting climate contributions to boundary shifts in farming-pastoral ecotone of northern China [J]. Journal of Geographical Sciences, 2017, 27(9): 1059-1071. |
|