地球信息科学学报
地毬信息科學學報
지구신식과학학보
GEO-INFORMATION SCIENCE
2009年
6期
765-772
,共8页
龚剑明%杨晓梅%张涛%何亚文%李秦
龔劍明%楊曉梅%張濤%何亞文%李秦
공검명%양효매%장도%하아문%리진
多特征组合模型%多尺度影像分割%信息提取
多特徵組閤模型%多呎度影像分割%信息提取
다특정조합모형%다척도영상분할%신식제취
multi-feature combination model%multi-scale image segmentation%information extraction
冰川作为青藏高原的一种典型的地表覆盖类型,在高寒地区广泛分布,往往因为地形复杂,无法实地测绘.本文利用高分辨率遥感影像和高精度的DEM,在分析各种冰川类别的光谱、形状、空间关系、地形和气候等环境分布特征的基础上,综合和发展了现有的特征描述算法,建立了描述各种冰川类别特征的组合提取模型,运用面向对象的自动提取方法,对西部测图区青藏高原试验区进行了冰雪影像自动识别试验.试验结果表明,该方法是可行的,它对难以实地测量的冰雪信息引进了遥感自动提取方法,为研究冰川消融和气候变化拓展了研究思路.
冰川作為青藏高原的一種典型的地錶覆蓋類型,在高寒地區廣汎分佈,往往因為地形複雜,無法實地測繪.本文利用高分辨率遙感影像和高精度的DEM,在分析各種冰川類彆的光譜、形狀、空間關繫、地形和氣候等環境分佈特徵的基礎上,綜閤和髮展瞭現有的特徵描述算法,建立瞭描述各種冰川類彆特徵的組閤提取模型,運用麵嚮對象的自動提取方法,對西部測圖區青藏高原試驗區進行瞭冰雪影像自動識彆試驗.試驗結果錶明,該方法是可行的,它對難以實地測量的冰雪信息引進瞭遙感自動提取方法,為研究冰川消融和氣候變化拓展瞭研究思路.
빙천작위청장고원적일충전형적지표복개류형,재고한지구엄범분포,왕왕인위지형복잡,무법실지측회.본문이용고분변솔요감영상화고정도적DEM,재분석각충빙천유별적광보、형상、공간관계、지형화기후등배경분포특정적기출상,종합화발전료현유적특정묘술산법,건립료묘술각충빙천유별특정적조합제취모형,운용면향대상적자동제취방법,대서부측도구청장고원시험구진행료빙설영상자동식별시험.시험결과표명,해방법시가행적,타대난이실지측량적빙설신식인진료요감자동제취방법,위연구빙천소융화기후변화탁전료연구사로.
As a typical land cover class of Qinghai-Tibetan Plateau, glacier is widely distributed in alpine terrain. However, field measurement is impossible in those areas because of complex terrain and adverse weather. At first, on the basis of analyzing the glacier image features such as the spectrum and shape, object spatial relations based on context and environment distribution including terrain and climate, this study combined and developed the existing features description algorithm of object-oriented method. Secondly, we build a series of combined extraction models for glacier information using high resolution remote sensing images and DEM data. At last, based on object-oriented method and combined extraction models, the paper tested the glacier landform extraction in the study area under the Western Mapping Project in Qinghai-Tibetan Plateau. Results indicate that the multi-feature combination model is feasible. The researches introduce a new remote sensing auto-extraction approach of glacier information where it is hardly to make field measurement. Moreover, the paper develops some new ideas for researches on glacier ablation monitoring and climatic change.