Dynamic monitoring of the fractional vegetation cover in Jilin province based on MODIS-NDVI data

doi:10.7523/j.issn.2095-6134.2014.04.008

Abstract

Abstract:

The fractional vegetation cover (FVC) is an important indicator for evaluation of impacts of climate change and the ecosystem conditions. In this study, FVC and its temp-spatial variation from 2001 to 2010 in Jilin province was deeply examined on the basis of MODIS-NDVI data. The results are the following: 1)FVC in the eastern region was better than in the western region, but FVC in the western region became better and better. According to the principle of population center, the center of gravity for FVC in Jilin province had the trend of shifting to high latitudes and low longitude. 2)The FVC were greatly different for different land use types. The FVC for the woodland, farmland, and grassland decreased in turn; 3)After analyzing the data of the meteorological stations in Changchun, Siping, QianGorlos, and Yanji, we found that the precipitation and the FVC in the eastern regions are positively related and the precipitation and the FVC in the center and western regions are negatively related.

Key words: fractional vegetation cover, MODIS-NDVI, Jilin province, precipitation

CLC Number:

TP79

FENG Lili, HE Zhenming, LIU Xuefeng, ZHANG Jiahua. Dynamic monitoring of the fractional vegetation cover in Jilin province based on MODIS-NDVI data[J]. Journal of University of Chinese Academy of Sciences, 2014, 31(4): 492-499.

References

[1] 赵英时. 遥感应用分析原理与方法[M]. 北京:科学出版社,2003.

[2] 张佳华,张国平,王培娟,等. 植被与生态遥感[M]. 北京:科学出版社,2010.

[3] Zhang X F, Liao C H, Li J, et al. Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data [J]. International Journal of Applied Earth Observation and Geoinformation, 2013, 21: 506-512.

[4] Wu Y, Zeng Y, Zhao Y, et al. Monitoring and dynamic analysis of fractional vegetation cover in the Hai River basin based on MODIS data [J]. Resources Science, 2010, 32(7): 1417-1424 (in Chinese). 吴云,曾源,赵炎,等. 基于MODIS数据的海河流域植被覆盖度估算及动态变化分析[J]. 资源科学,2010,32(7):1417-1424.

[5] Piao S L, Fang J Y. Dynamic vegetation cover change over the last 18 years in China [J]. Quaternary Sciences, 2001, 21(4): 294-302 (in Chinese). 朴世龙,方精云. 最近18年来中国植被覆盖的动态变化[J]. 第四纪研究,2001,21(4):294-302.

[6] Gitelson A A, Kaufman Y J, Stark R, et al. Novel algorithms for remote estimation of vegetation fraction[J]. Remote Sensing of Environment, 2002, 80(1): 76-87.

[7] Chen X Q, Yu R. Spatial and temporal variations of the vegetation growing season in warm-temperate eastern China during 1982 to 1999[J]. Acta Geographica Sinica, 2007, 62(1): 41-51 (in Chinese). 陈效逑,喻蓉. 1982—1999年我国东部暖温带植被生长季节的时空变化[J]. 地理学报,2007,62(1):41-51.

[8] Gutman G, Ignatov A. The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models [J]. International Journal of Remote Sensing 1998.19 (8): 1533-1543.

[9] Zhang X Z, Zhu J F. Variations in fractional vegetation coverage over eastern China during 1982-2006[J]. Climatic and Environmental Research, 2013, 18(3): 365-374 (in Chinese). 张学珍,朱金峰. 1982—2006 年中国东部植被覆盖度的变化[J].气候与环境研究,2013,18(3):365-374.

[10] Yang C H, Lei B, Zhang S. Relationship between urban heat island effect and vegetation cover in core area of Chongqing city [J]. Yangtze River, 2013, 7: 51-55 (in Chinese). 杨春华,雷波,张晟. 重庆市主城区热岛效应与植被覆盖关系研究[J]. 人民长江,2013,7:51-55.

[11] Zhou S Q, Jing Y D, Zhang Q F, et al. Vegetation landscape pattern change and characteristics of spatial distribution in south edge of Mao wusu Sand land[J]. Acta Ecologica Sinica, 2013, 33(12): 3774-3787 (in Chinese). 周淑琴,荆耀栋,张青峰,等. 毛乌素沙地南缘植被景观格局演变与空间分布特征[J]. 生态学报,2013,33(12):3774-3787.

[12] Gong D X, Yun H B, Dou X C, et al. A test on the computing-model-aided photograph-reading method of conveniently measuring the vegetation cover in the permafrost area along the Qinghai-Tibet engineering corridor [J]. Journal of Desert Research, 2013, 33(2): 412-418 (in Chinese). 龚大鑫,贠汉伯,窦学诚,等. 青藏工程走廊多年冻土段植被覆盖度动态快速测量方法研究[J]. 中国沙漠,2013,33(2):412-418.

[13] Miao Z H, Liu Z M, Wang Z M, et al. Dynamic monitoring of vegetation fraction change in Jilin province based on MODIS NDVI [J]. Remote Sensing Technology and Application, 2010, 25(3): 387-393 (in Chinese). 苗正红,刘志明,王宗明,等. 基于MODIS NDVI 的吉林省植被覆盖度动态遥感监测[J]. 遥感技术与应用,2010,25(3): 387-393.

[14] Mao D H, Wang Z M, Song K S, et al. The vegetation NDVI variation and its responses to climate change and LUCC from 1982 to 2006 year in northeast permafrost region [J]. China Environmental Science, 2011, 31(2): 283-292 (in Chinese). 毛德华,王宗明,宋开山,等. 东北多年冻土区植被NDVI 变化及其对气候变化和土地覆被变化的响应[J]. 中国环境科学,2011,31(2):283-292.

[15] Zhao C, Shu H, Xuan G F. Temporal spatial analysis of vegetation change based on MODIS images: a case study of Jilin province [J]. Science of Surveying and Mapping, 2010, 35(5): 173-175 (in Chinese). 赵超,舒红,宣国富. MODIS影像植被时空变化分析:以吉林省为例[J]. 测绘科学,2010,35(5):173-175.

[16] Zhang X Y, Friedl M A, Schaaf C B, et al. Monitoring vegetation phenology using MODIS [J]. Remote Sensing of Environment, 2003, 84(3):471-475.

[17] Wen Q K, Zhang Z X, Liu B, et al. Research progress in grass land fractional coverage estimation methods [J]. Pratacultural Science, 2009, 26(12): 30-36 (in Chinese). 温庆可,张增祥,刘斌,等. 草地覆盖度测算方法研究进展[J]. 草业科学,2009,26(12):30-36.

[18] Wang R Q, Shi J K, Lin Z W, et al. RS-based estimation of vegetation fraction in Wuzhishan city [J]. Forest Resources Management, 2010, 5: 81-85 (in Chinese). 王瑞强,史建康,林彰文,等. 海南省五指山市植被覆盖度估算[J]. 林业资源管理,2010,5:81-85.

[19] Liu Y L, Ren Y H, Chen T, et al. Comparisons of estimating methods of vegetation fraction based on"BJ-1" microsatellite imagery[J]. Remote Sensing Technology and Application, 2007, 10: 581-585 (in Chinese). 刘亚岚,任玉环,陈涛,等. 基于"北京一号"小卫星数据的密云水库流域植被覆盖度估算方法比较[J]. 遥感技术与应用,2007,10:581-585.

[20] Wu C G, Zhou Z X, Xiao W F, et al. Dynamic monitoring of vegetation coverage in Three Gorges Reservoir Area based on MODIS NDVI[J]. Scientia Silvae Sinicae, 2012, 48(1): 21-28 (in Chinese). 吴昌广,周志翔,肖文发,等. 基于MODIS NDVI 的三峡库区植被覆盖度动态监测[J]. 林业科学,2012,48(1):21-28.

[21] He Z, He J P. Monitoring of vegetation coverage based on MODIS in Henan [J]. Journal of Shang Qiu Teachers College, 2010, 12: 90-94 (in Chinese). 贺振,贺俊平. 基于MODIS的河南省植被覆盖度监测[J]. 商丘师范学院学报,2010,12:90-94.

[22] Huang J, Xia Z H. Analysis for monitoring vegetation coverage change of Wuhan based on remote sensing data of MODIS [J]. Meteorological and Environmental Sciences, 2009, 32(2): 16-20 (in Chinese).

黄靖,夏智宏. 基于MODIS遥感数据的武汉市植被覆盖变化监测分析[J]. 气象与环境科学,2009,32(2):16-20.

[23] Liu G F, Wu B, Fan W Y, et al. Extraction of vegetation coverage in desertification regions based on the dimidiate pixel model: a case study in Maowusu Sandland [J]. Research of Soil and Water Conservation, 2007, 14(2): 268-271 (in Chinese).

刘广峰,吴波,范文义,等. 基于像元二分模型的沙漠化地区植被覆盖度提取:以毛乌素沙地为例[J]. 水土保持研究,2007, 14(2):268-271.

[24] Tu Q P, Deng Z W, Zhou X L. Study of regional characteristics on mean annual temperature variation of near 117 years in China [J]. Quarterly Journal of Applied Meteorology, 1999, 10: 34-42 (in Chinese).

屠其璞,邓自旺,周晓兰. 中国近117年年平均气温变化的区域特征研究[J]. 应用气象学报,1999,10(增刊):34-42.

[25] Ding Y H, Dai X S. Temperature variation in China during the last 100 years [J]. Meteorological Monthly, 1994, 20(12): 19-26 (in Chinese).

丁一汇,戴晓苏. 中国近百年来的温度变化[J]. 气象,1994,20(12):19-26.

[26] Purevdorj T, Tateishi R, Ishiyama T, et al. Relationships between percent vegetation cover and vegetation indices[J]. International Journal of Remote Sensing, 1998, 19: 3519-3535.

[27] Wittich K P, Hansing O. Area-averaged vegetative cover fraction estimated from satellite data[J]. International Journal of Biometereology, 1995, 38: 209-215.

[28] Jing X, Yao W Q, Wang J H, et al. A study on the relationship between dynamic change of vegetation coverage and precipitation in Beijings mountainous areas during the last 20 years [J]. Mathematical and Computer Modelling, 2011, 54: 1079-1085.

[29] Jiapaer G L, Chen X, Bao A M. A comparison of methods for estimating fractional vegetation cover in arid regions [J]. Agricultural and Forest Meteorology, 2011, 151: 1698-1710.

[30] Gu Z J, Ju W M, Li L, et al. Using vegetation indices and texture measures to estimate vegetation fractional coverage (VFC) of planted and natural forests in Nanjing city, China[J]. Advances in Space Research, 2013, 51: 1186-1194.

[31] Yang G J, Pu R L, Zhang J X, et al. Remote sensing of seasonal variability of fractional vegetation cover and its object-based spatial pattern analysis over mountain areas[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 77: 79-93.