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多源信息复合NOAA影像在大尺度景观制图中的应用——以中国东北区为例
  • ISSN号:1672-0504
  • 期刊名称:《地理与地理信息科学》
  • 时间:0
  • 分类:TP79[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]北京林业大学水土保持学院水土保持与荒漠化防治教育部重点实验室,北京100083, [2]东北师范大学城市与环境科学学院,吉林长春130024, [3]中国地质环境监测院,北京100081
  • 相关基金:国家自然科学基金重点项目(40335046)
中文摘要:

以中国东北区为例,基于GIS和I玛技术,探讨应用NOAA/AVHRR数据编制景观类型图过程中如何提高制图精度。采用多源信息复合NOAA/AVHRR影像分类方法,复合影像分为:1)数字地学综合影像,由年均降水、≥10℃活动积温和数字高程模型(DEM)叠加而成,主要考虑了植被受气候以及地形的影响;2)NoAA/AVHRR四季累加影像的第一主成分影像,在一定程度上去除了多波段NOAA数据冗余;3)NOAA/AVHRR四季NDVI累加值影像,突出了植被信息。将研究区景观(土地)类型进行二级划分,其中一级划分为6大类,二级划分为16类,结果与研究区实际情况基本相符,分类精度达70%。

英文摘要:

NOAA/AVHRR data is applied more and more often in landscape mapping in large scale recently for its low cost, high temporal resolution and pantoscopic scan. But the relative low spatial resolution (1.1 kin) and distortion of images limited the precision of landscape mapping. Based on prior work, this paper carried out studies on approaches to improve landscape mapping precision using NOAA/AVHRR data by GIS and RS techniques. Northeastern China was selected as a case in this paper. Classification based on integrated NOAA/AVHRR image of multi - source data was applied. The integrated image was composed of three bands. One is integrated digital geographical image,which is stacked by mean precipitation per year, active accumulated temperature more than 10 ℃ and DEM of study area regarding with the impact of climate and topography on vegetation. One is image of the first principle component of cumulated NOAA/AVHRR image of band 4,2,1 of four seasons,which can wipe off redundancy in multi- band NOAA/AVHRR data.The third band is cumulated NDVI image of NOAA/AVHRR of four seasons,which is to make information of vegetation prominent. The study area was divided into 6 landscape types in the first level and 16 types in the second level. The classification is coincide with the fact in general. Integrated by multi - source data, classification information of NOAA image was strengthened and the precision of classification was also improved to 70 % from original 50 %.

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期刊信息
  • 《地理与地理信息科学》
  • 北大核心期刊(2011版)
  • 主管单位:河北省科学院地理科学研究所
  • 主办单位:河北省科学院地理研究所 北京大学遥感与地理信息系统研究所
  • 主编:
  • 地址:石家庄市长安区西大街94号
  • 邮编:050011
  • 邮箱:dlxxkx@vip.163.com
  • 电话:0311-86054904
  • 国际标准刊号:ISSN:1672-0504
  • 国内统一刊号:ISSN:13-1330/P
  • 邮发代号:18-27
  • 获奖情况:
  • 全国《中文核心期刊要目总览》核心期刊,河北省第六届优秀科技期刊,中国科技论文统计源期刊
  • 国内外数据库收录:
  • 中国中国人文社科核心期刊,中国中国科技核心期刊,中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:16233