地球信息科学学报
地毬信息科學學報
지구신식과학학보
GEO-INFORMATION SCIENCE
2015年
1期
99-107
,共9页
车向红%冯敏%姜浩%肖桐%王昌佐%贾蓓%白燕
車嚮紅%馮敏%薑浩%肖桐%王昌佐%賈蓓%白燕
차향홍%풍민%강호%초동%왕창좌%가배%백연
MODIS%青藏高原%湖泊变化%湖泊提取
MODIS%青藏高原%湖泊變化%湖泊提取
MODIS%청장고원%호박변화%호박제취
MODIS%Qinghai-Tibet plateau%lakes change%lakes detection
青藏高原上分布着大量的高原内陆湖泊群,该区域湖泊面积与区域及全球气候变化之间存在较强的耦合关系,遥感监测湖泊的分布和面积变化趋势,对分析区域自然生态环境具有重要意义。本研究将MOD09A1(地表反射率8天合成数据)进行逐月合成,提出了一种综合多种水体指数的青藏高原地区湖泊提取方法,并通过活动窗口、DEM和时间序列去噪等方法,消除山体阴影、冰雪等因素的干扰。最后,提取和合成了2000-2013年青藏高原逐年和逐月的湖泊范围,并选取色林错和卓乃湖2个典型湖泊与人工解译Landsat系列影像进行验证分析,其线性拟合度分别为0.99和0.97,从时空变化趋势上分析了青藏高原湖泊面积动态变化。结果表明:(1)2000-2013年,青藏高原地区湖泊范围整体上呈较显著的扩张趋势,湖泊总面积增加速率约为490.98 km2 a-1(R2约为0.96);(2)1-12月份湖泊面积逐月变化率均大于0,表明青藏高原湖泊面积呈整体扩张,而非季节性扩张。除2-4月份外,其他月份增加速率均在400 km2 a-1以上(R2>0.79),表现为稳定且持续扩张趋势。
青藏高原上分佈著大量的高原內陸湖泊群,該區域湖泊麵積與區域及全毬氣候變化之間存在較彊的耦閤關繫,遙感鑑測湖泊的分佈和麵積變化趨勢,對分析區域自然生態環境具有重要意義。本研究將MOD09A1(地錶反射率8天閤成數據)進行逐月閤成,提齣瞭一種綜閤多種水體指數的青藏高原地區湖泊提取方法,併通過活動窗口、DEM和時間序列去譟等方法,消除山體陰影、冰雪等因素的榦擾。最後,提取和閤成瞭2000-2013年青藏高原逐年和逐月的湖泊範圍,併選取色林錯和卓迺湖2箇典型湖泊與人工解譯Landsat繫列影像進行驗證分析,其線性擬閤度分彆為0.99和0.97,從時空變化趨勢上分析瞭青藏高原湖泊麵積動態變化。結果錶明:(1)2000-2013年,青藏高原地區湖泊範圍整體上呈較顯著的擴張趨勢,湖泊總麵積增加速率約為490.98 km2 a-1(R2約為0.96);(2)1-12月份湖泊麵積逐月變化率均大于0,錶明青藏高原湖泊麵積呈整體擴張,而非季節性擴張。除2-4月份外,其他月份增加速率均在400 km2 a-1以上(R2>0.79),錶現為穩定且持續擴張趨勢。
청장고원상분포착대량적고원내륙호박군,해구역호박면적여구역급전구기후변화지간존재교강적우합관계,요감감측호박적분포화면적변화추세,대분석구역자연생태배경구유중요의의。본연구장MOD09A1(지표반사솔8천합성수거)진행축월합성,제출료일충종합다충수체지수적청장고원지구호박제취방법,병통과활동창구、DEM화시간서렬거조등방법,소제산체음영、빙설등인소적간우。최후,제취화합성료2000-2013년청장고원축년화축월적호박범위,병선취색림착화탁내호2개전형호박여인공해역Landsat계렬영상진행험증분석,기선성의합도분별위0.99화0.97,종시공변화추세상분석료청장고원호박면적동태변화。결과표명:(1)2000-2013년,청장고원지구호박범위정체상정교현저적확장추세,호박총면적증가속솔약위490.98 km2 a-1(R2약위0.96);(2)1-12월빈호박면적축월변화솔균대우0,표명청장고원호박면적정정체확장,이비계절성확장。제2-4월빈외,기타월빈증가속솔균재400 km2 a-1이상(R2>0.79),표현위은정차지속확장추세。
Qinghai-Tibet plateau is the world's highest and largest plateau which is surrounded by massive moun-tain ranges. There are plenty of lakes and glaciers covering this area, and the variation of lake area is closely re-lated to the regional and global climate changes. This paper presents a method using MODIS observations to quantify lake area in each month in Qinghai-Tibet plateau for 14 years, and then analyzes the change of lake area at both monthly and annually scales. MODIS surface reflectance data (MOD09A1) acquired within the period of each month are retrieved and composited to produce the optimal and cloud-free SR data of the month, which are adopted as the input data. In order to achieve better accuracy on water detection, multiple water indices are com-bined, and then the DEM and summer season water maps are adopted to remove noisy pixels caused by cloud, shadow, snow and ice. With this approach, the monthly and annually lake area is derived for Qinghai-Tibet pla-teau from 2000 to 2013.Subsequently,the accuracy of these results are evaluated by correlation coefficient calcu-lated with respect to the artificial interpreted Landsat products assigned as reference for Selin Co lake and Zhuon-ai lake, respectively. The comparisons show high consistency on both spatial and temporal aspects(R2 is 0.99 and 0.97). Finally, the variation tendency of lakes in Qinghai-Tibet plateau is analyzed, the results show:(1) a stable increase is obvious (R2 is 0.96) for the lake area during the past 14 years with an average annual increase rate of 490.98 km2a-1;(2)monthly increment indicates lake expansion is unlikely due to seasonality in Qinghai-Tibet pla-teau. Stable increases (R2>0.78, increase rate>400 km2a-1) are also found in every month of the year except Feb-ruary, March and April.