YU Xiao-jing,LIU Huan-jun,QU Chang-xiang,et al.Study on the Spatial Pattern of Land Surface Temperature in Black-soil Zone, Heilongjiang Province[J].Research of Soil and Water Conservation,2012,19(02):66-70.
基于MODIS数据的黑龙江省黑土带地温空间格局分析
- Title:
- Study on the Spatial Pattern of Land Surface Temperature in Black-soil Zone, Heilongjiang Province
- Keywords:
- black-soil zone; land surface temperature; retrieve; spatial analysis
- 分类号:
- S161.2;TP391.41
- 摘要:
- 地温与春旱是黑龙江省农业生产的重要限制因子。2009年与2010年5月的气候异常对农业生产与管理产生显著影响。研究地表温度格局与动态变化规律及其对农业生产的影响，将为农业相关部门指导农耕提供科学依据。利用MODIS数据，对2009年和2010年5月中旬的两期地表温度（LST）数据进行分析，建立温度矢量空间格局；分析导致地表温度格局变化的成因。结果表明：（1）2009年和2010年5月的LST存在明显的空间格局差异。2009年5月的比2010年5月LST均值高约6.8K。（2）地表温度变化受下垫面状况影响显著。不同的土地利用类型对LST的贡献不同。（3）不同的土壤类型在旱涝年份对地表温度影响不同，黑土和黑钙土，团粒结构性好，田间持水量能力强，保水能力好，耐旱抗涝的能力比其他的土壤强得多，对LST的保持贡献最大；土壤的含水量与LST成正相关。（4）地势较低时，地表温度受多种因素的共同作用，DEM变化对LST作用不大；随着地势的增加，DEM成为影响地表温度的主要因素。
- Abstract:
- Land Surface temperature and drought are the important limiting factors on agricultural production in Heilongjiang Province.Abnormal climate of May 2009 and 2010 had a significant impact on agricultural production and management.Patterns and dynamics of temperature variation and the impact on agricultural production,agriculture-related sectors will provide the scientific basis for farming.By using MODIS data,the land surface temperature data of May 2009 and 2010 were analyzed.The two images were divided 5 levels by density segmentation and mask processing technology,and then the temperature pattern vector space was established.This paper discussed the character of patches of land surface temperature with different level after the temperature zoning by using the analysis method of landscape pattern.On the base of analysis,it discussed the reason for change of land surface temperature(LST) pattern.The results show that:(1) there was a clear spatial LST pattern differences between 2009 and 2010,in May.The average LST of 2009 is about 6.8 K higher than 2010;(2) LST is significantly affected by the underlying surface conditions,different land use types contribute to different LST;(3) different soil types in the drought years have the different impact on surface temperature,black soil and chernozem had a good structural aggregate,strong field capacity,water retention ability,the ability of drought waterlogging of these soils is much better than the other,and to make the greatest contribution to keeping the LST,soil moisture was positively correlated with LST;(4) in the low-lying,the LST was affected by many factors,the change in DEM has the little influence on the LST.With the increase in terrain,DEM is the main factors affecting land surface temperatures.
参考文献/References:
[1] Dash P,Gobttsche F M,Olesen F S.Land surface temperature and emissivity estimation from passive sensor data: theory and practice-current trends [J].INTJ Remote Sensing,2002,23(13):2563-2549.
[2] 杜灵通,李国旗.基于MODIS数据的宁夏地表温度空间分布研究[J].干旱地区农业研究,2008,26(6):191-195.
[3] 侯光雷,张洪岩,王野乔,等.基于MODIS数据的吉林省中部地表温度反演及空间分布研究[J].地理科学,2010,30(3):421-427.
[4] Price J C.Land Surface Temperature Measurements from the Split Window Channels of the NOAA 7 Advanced Very High Resolution Radiometer[J].Journal of Geophysical Research,1984,89(5):7231-7237.
[5] 刘云,宇振荣,孙丹峰,等.冬小麦冠层地表温度裂窗算法的筛选与土壤含水率监测[J].农业工程学报,2006,22(11):16-21.
[6] 高志强,宁吉才,高炜.基于遥感的沿海土地利用变化及地表温度响应[J].农业工程学报,2009,25(9):274-281.
[7] Jimenez-Munoz J C,Sobrino J A.A generalized single-channel method for retrieving land surface temperature from remote sensing data [J].Geophys Res.,2003,108(22):4688-4697.
[8] Sobrino J A,Jimenez-Munoz J C,Paolini L.Land surface temperature retrieval from landsat TM5 [J].Remote Sensing of the Environment,2004,90(4):434-440.
[9] 梁广文,赵英时,周霞.基于MODIS数据的地表组分温度反演研究[J].长江流域资源与环境,2008,17(6):948-954.
[10] 马延辉,林辉,孙华.基于MODIS的湖南省地表温度动态变化研究[J].水土保持研究,2008,15(6):21-27.
[11] 程好好,曾辉,汪自书,等.城市绿地类型及格局特征与地表温度的关系:以深圳特区为例[J].北京大学学报:自然科学版,2009,45(3):495-501.
[12] 张新乐,张树文,李颖,等.城市热环境与土地利用类型格局的相关性分析：以长春市为例[J].资源科学,2008,30(10):1564-1570.
[13] 刘焕军,宇万太,张新乐,等.我国东北黑土带土壤线空间变异规律[J].农业工程学报,2009,25(10):166-170.
[14] 段晓凤,张磊,张慧,等.黑龙江省黑土带主要作物对农业资源利用率评价[J].干旱地区农业研究,2010,28(5):185-189.
[15] 王佳,熊妮娜,董斌,等.基于RS的近20年北京市土地利用景观格局变化分析[J].北京林业大学学报,2008,30(1):83-88.
[16] 覃志豪,高懋芳,秦晓敏,等.农业旱灾监测中的地表温度遥感反演方法:以MODIS数据为例[J].自然灾害学报,2005,14(3):64-71.
[17] 覃志豪,李文娟,徐斌,等.陆地卫星TM6波段范围内地表比辐射率估计[J].国土资源遥感,2004(3):28-32.
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备注/Memo
收稿日期:2011-8-5;改回日期:2011-9-6。
基金项目:哈尔滨市科技局科技创新人才基金项目(RC2010QN002051);东北农业大学博士启动基金项目(190151)
作者简介:于晓静（1986- ）,女,山东潍坊人,硕士研究生,研究方向:农业遥感与利用。E-mail:xiaojingyu2005@163.com