Temporal and Spatial Variation of Natural Grassland Vegetation Coverage and Its Relationship with Meteorological Factors in Northern Xinjiang from 1998 to 2018

doi:10.13304/j.nykjdb.2021.0881

Abstract

Abstract:

In order to analyze the temporal and spatial changes of natural grassland vegetation coverage in different months of the growing season in Northern Xinjiang and its relationship with meteorological factors， the pixel dichotomy model， change rate analysis and correlation analysis were used to explore the temporal and spatial changes of natural grassland vegetation coverage and its relationship with meteorological factors in Northern Xinjiang in June， July， August and September from 1998 to 2018. The results showed that the vegetation coverages of natural grassland in Northern Xinjiang were lower in the middle and east with less precipitation and higher temperature， higher in the north， west and south with higher altitude， more precipitation and higher relative humidity， which increased from the middle and east to the north， west and south. In June， July， August and September， the natural grassland vegetation coverage in Northern Xinjiang showed no significant decreasing trend， in which the monthly average natural grassland coverage was June>July>September>August. The normalized difference vegetation index of natural grassland in Northern Xinjiang showed an increasing trend in July and decreasing trend in June， August and September. The monthly average natural grassland vegetation coverages in Northern Xinjiang were mainly positively correlated with precipitation and relative humidity in June， July and August， and were mainly positively correlated with temperature and sunshine hours in September.

Key words: grassland fractional vegetation cover, temporal and spatial variation, meteorological factors, correlation analysis

摘要：

为分析北疆天然草地植被覆盖度在生长季不同月份的时空变化及其与气象因子的关系，采用像元二分模型、变化率分析和相关分析探讨了北疆1998—2018年6—9月天然草地植被覆盖度的时空变化及其与气象因子的关系。结果表明，北疆天然草地植被覆盖度空间上呈现降水较少、气温较高的中部和东部较低，海拔较高、降水较多且相对湿度较高的北部、西部和南部较高，由中部和东部向北部、西部和南部三面波动增加。北疆天然草地植被覆盖度在6、7、8和9月呈降低趋势，月平均值表现为6月>7月>9月>8月。北疆天然草地归一化植被指数7月为增加趋势，6、8和9月为减少趋势，整体上波动较小。6、7和8月北疆月平均天然草地植被覆盖度与降水和相对湿度呈正相关关系，9月与气温和日照时数呈正相关关系。

关键词: 草地植被覆盖度, 时空变化, 气象因子, 相关性分析

CLC Number:

S812

Zhixiong HOU, Changqing JING, Gongxin WANG, Wenzhang GUO, Weikang ZHAO. Temporal and Spatial Variation of Natural Grassland Vegetation Coverage and Its Relationship with Meteorological Factors in Northern Xinjiang from 1998 to 2018[J]. Journal of Agricultural Science and Technology, 2023, 25(2): 140-151.

侯志雄, 井长青, 王公鑫, 郭文章, 赵苇康. 1998—2018年北疆天然草地植被覆盖度时空变化及其与气象因子的关系[J]. 中国农业科技导报, 2023, 25(2): 140-151.

Figures/Tables 9

Fig. 1 Altitude distribution in Northern Xinjiang

Fig. 2 Monthly average FVC of natural grassland in Northern Xinjiang from 1998 to 2018

Fig. 3 Monthly average FVC of natural grassland in Northern Xinjiang from 1998 to 2018

Fig. 4 Monthly average change rate of NDVI of natural grassland in Northern Xinjiang from 1998 to 2018

Fig. 5 Spatial variation of meteorological factors in Northern Xinjiang from 1998 to 2015

Fig. 6 Correlation analysis of natural grassland vegetation coverage and temperature in Northern Xinjiang from 1998 to 2015

Fig. 7 Correlation analysis of natural grassland vegetation coverage and precipitation in Northern Xinjiang from 1998 to 2015

Fig. 8 Correlation analysis of natural grassland vegetation coverage and monthly sunshine hours in Northern Xinjiang from 1998 to 2015

Fig. 9 Correlation analysis of natural grassland vegetation coverage and monthly relative humidity in Northern Xinjiang from 1998 to 2015

References 34

1	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 S J, LI J L, CHEN Y Z, et al.. Temporal and spatial variation characteristics of vegetation coverage in inner mongolia from 2001 to 2010 [J]. Acta Geogr. Sin., 2012, 67(9):1255-1268.
2	王强, 张廷斌, 易桂花, 等. 横断山区2004—2014年植被NPP时空变化及其驱动因子[J].生态学报, 2017, 37(9):3084-3095.
	WANG Q, ZHANG T B, YI G H, et al.. Temporal and spatial variation of vegetation NPP and its driving factors in Hengduan mountain area from 2004 to 2014 [J]. Acta Ecol. Sin., 2017, 37(9):3084-3095.
3	MYNENI R B, KEELING C D, TUCKER C J, et al.. Increased plant growth in the northern high latitudes from 1981 to 1991 [J]. Nature, 1997, 386(6626):698-702.
4	韩佶兴.2000—2011年东北亚地区植被覆盖度变化研究[D].长春:中国科学院研究生院,2012.
	HAN J X. Study on vegetation coverage change in northeast asia from 2000 to 2011 [D]. Changchun: Graduate School of Chinese Academy of Sciences, 2012.
5	张云霞,张云飞,李晓兵,等.地面测量与ASTER影像综合计算植被盖度[J].生态学报,2007,27(3):964-976.
	ZHANG Y X, ZHANG Y F, LI X B, et al.. Comprehensive calculation of vegetation coverage by ground survey and ASTER image [J]. Acta Ecol. Sin., 2007, 27(3):964-976.
6	刘志峰,南颖,胡浩,等.2000—2008年长白山地区植被覆盖变化特征[J].西北植物学报,2010,30(2):391-398.
	LIU Z F, NAN Y, HU H, et al.. Vegetation cover changes in changbai mountain from 2000 to 2008 [J]. Acta Bot. Bor-Occid. Sin., 2010, 30(2):391-398.
7	钱拴,伏洋.三江源地区生长季气候变化趋势及草地植被响应[J].中国科学:地球科学,2010,40(10):1439-1445.
	QIAN S, FU Y. Climate change trend and grassland vegetation response in growing season in sanjiangyuan area [J]. Chin. Sci.: Earth Sci., 2010, 40(10):1439-1445.
8	TUCKER C J. A comparison of satellite sensor bands for vegetation monitoring [J]. Photogram. Eng. Remote Sensing, 1978, 44(11):1399-1410.
9	ROUSE J W J, HAAS R H, SCHELL J A, et al.. Monitoring vegetation systems in the great plains with erts [J]. Nasa Special Publicat., 1974, 1(1):309-317.
10	CARLSON T N, RIPLEY D A. On the relation between NDVI, fractional vegetation cover, and leaf area index [J]. Remote Sens. Environ., 1997, 62(3):241-252.
11	PETTORELLI N, VIK J O, MYSTERUD A, et al.. Using the satellite-derived NDVI to assess ecological responses to environmental change [J/OL]. Trends Ecol. Evol., 2005, 20(9):011 [2021-09-20]. .
12	LAMCHIN M, PARK T, LEE J Y, et al.. Monitoring of vegetation dynamics in the mongolia using MODIS NDVI and their relationship to rainfall by natural zone [J]. J. Indian Soc. Remote Sensing, 2015, 43(2):325-337.
13	李双双,延军平,万佳.近10年陕甘宁黄土高原区植被覆盖度时空变化特征[J]. 地理学报, 2012, 67(7):98-108.
	LI S S, YAN J P, WAN J. Temporal and spatial variation characteristics of vegetation coverage in shaanxi gansu ningxia loess plateau in recent 10 years [J]. Acta Geogr. Sin., 2012, 67(7):98-108.
14	WANG L, ODORICO R D, EVANS J R, et al.. Dryland ecohydrology and climate change:critical issues and technical advances [J]. Hydrology Earth Syst. Sci., 2012, 8(16):2585-2603.
15	WEISS J L, GUTZLER D S, COONROD J E A, et al.. Seasonal and inter-annual relationships between vegetation and climate in central new mexico, USA [J]. J. Arid Environ., 2004, 57(4):507-534.
16	MILICH L, WEISS E. Gac NDVI images:relationship to rainfall and potential evaporation in the grazing lands of the gourma (northern sahel) and in the croplands of the nigeria border (southern sahel) [J]. Int. J. Remote Sensing, 2000, 21(2):261-280.
17	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 G L, XU X L, ZHOU C P, et al.. Response of grassland vegetation change to climate change in hulunbuir area in recent 30 years [J]. Acta Geogr. Sin., 2011, 66(1):47-58.
18	李晓光,刘华民,王立新,等.鄂尔多斯高原植被覆盖度变化及其与气候和人类活动的关系[J].中国农业气象,2014,3(4):470-476.
	LI X G, LIU H M, WANG L X, et al.. Vegetation cover change and its relationship with climate and human activities in ordos plateau [J]. Agrom. China, 2014, 3(4):470-476.
19	丁明军,张镱锂,刘林山,等.青藏高原植被覆盖度对水热条件年内变化的响应及其空间特征[J].地理科学进展,2010,29(4):507-512.
	DING M J, ZHANG Y L, LIU L S, et al.. Response of vegetation coverage to annual variation of hydrothermal conditions and its spatial characteristics in Tibetan platean [J]. Prog. Geogr. Sci., 2010, 29(4):507-512.
20	倪永明,欧阳志云,胥彦玲,等.基于地形因素的新疆荒漠植被-气候模型应用研究[J].西北植物学报,2006,26(6):1236-1243.
	NI Y M, OUYANG Z Y, WU Y L, et al.. Application of desert vegetation climate model in xinjiang based on topographic factors [J]. Acta Bot. Bor-Occid. Sin., 2006, 26(6):1236-1243.
21	孙洪波,王让会,张慧芝,等.新疆山地-绿洲-荒漠系统及其气候特征[J].干旱区地理,2005,28(2):199-204.
	SUI H B, WANG R H, ZHANG H Z, et al.. Mountain oasis desert system and its climatic characteristics in Xinjiang [J]. Arid Area Geogr., 2005, 28(2):199-204.
22	郭超,楚新正,张扬,等.新疆北疆地区旱涝灾害对气候变化的响应[J].西南农业学报,2019,32(4):929-935.
	GUO C, CHU X Z, ZHANG Y, et al.. Climate change and response to drought and flood disasters in northern xinjiang [J]. Southwest China J. Agric. Sci., 2019, 32(4):929-935.
23	陈雪华.北疆区域植被覆盖变化及其与气象因子的关系[D].乌鲁木齐:新疆师范大学,2012.
	CHEN X H. Vegetation cover variation and its relation with meteorological factors in northern part of xinjiang [D]. Urumqi: Xinjiang Normal University, 2012.
24	王智.新疆地区植被覆盖变化与气候、人文因子的相关性探讨[D].乌鲁木齐:新疆大学,2011.
	WANG Z. Discussion on correlation between vegetation cover change and climate and human factor in xinjiang area [D]. Urumqi: Xinjiang University, 2011.
25	徐新良.中国月度植被指数(NDVI)空间分布数据集[DB/OL].中国科学院资源环境科学数据中心数据注册与出版系统..
26	LIU J Y, LIU M L, TIAN H Q, et al.. Spatial and temporal patterns of china’s cropland during 1990-2000: an analysis based on landsat TM data [J/OL]. Remote Sensing Environ., 2005, 98(4):12 [2021-09-10]. .
27	刘纪远,匡文慧,张增祥,等.20世纪80年代末以来中国土地利用变化的基本特征与空间格局[J].地理学报,2014,69(1):3-14.
	LIU J Y, KUANG W H, ZHANG Z X, et al.. Spatiotemporal characteristics and spatial pattern of land use change in china since the late 1980s [J]. Acta Geogr. Sin., 2014, 69(1):3-14.
28	王菱,甄霖,刘雪林,等.蒙古高原中部气候变化及影响因素比较研究[J].地理研究,2008,27(1):171-180.
	WANG L, ZHEN L, LIU X L, et al.. Comparative studies on climate changes and influencing factors in central mongolian plateau region [J]. Geogr. Res., 2008, 27(1):171-180.
29	PENG S, CHEN A, XU L, et al.. Recent change of vegetation growth trend in china [J/OL]. Environ. Res. Letters., 2011, 6(4):044027 [2021-09-10]. .
30	PIAO S, WANG X, CIAIS P, et al.. Changes in satellite-derived vegetation growth trend in temperate and boreal eurasia from 1982 to 2006 [J]. Global Change Biol., 2011, 17(10):3228-3239.
31	张学珍.1982—2011年北半球中纬度秋季植被绿度变化的主要模态[J].地理科学,2014,34(10):1226-1232.
	ZHANG X Z. Main models of variations of autumn vegetation greenness in the mid-latitude of north hemisphere in 1982-2011 [J]. Sci. Geogr. Sin., 2014, 34(10):1226-1232.
32	陈奕兆,李建龙,孙政国,等.欧亚大陆草原带1982—2008年间净初级生产力时空动态及其对气候变化响应研究[J].草业学报,2017,26(1):1-12.
	CHEN Y Z, LI J L, SUN Z G, et al.. Spatio-temporal dynamics of grassland net primary productivity and its response to climate change in the temperate eurasian steppe 1982-2008 [J]. Acta Pratac. Sin., 2017, 26(1):1-12.
33	周丹,沈彦俊,陈亚宁,等.西北干旱区荒漠植被生态需水量估算[J].生态学杂志,2015,34(3):670-680.
	ZHOU D, SHEN Y J, CHEN Y N, et al.. Estimation of ecological water requirement of desert vegetation in the arid region of northwest china [J]. Chin. J. Ecol., 2015, 34(3):670-680.
34	穆少杰,李建龙,杨红飞,等.内蒙古草地生态系统近10年NPP时空变化及其与气候的关系[J].草业学报,2013,22(3):6-15.
	MU S J, LI J L, YANG H F, et al.. Spatio-temporal variation analysis of grassland net primary productivity and its relationship with climate over the past 10 years in inner mongolia [J]. Acta Pratac. Sin., 2013, 22(3):6-15.

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