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基于GIS和PCA降維的森林景觀格局等級(jí)特征分析
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中國(guó)林業(yè)科學(xué)研究院基本科研業(yè)務(wù)費(fèi)專項(xiàng)資金項(xiàng)目(CAFYBB2017ZA007-3、CAFYBB2014MC004)和林業(yè)軟科學(xué)研究項(xiàng)目(2018-R5)


Hierarchical Characteristics Analysis of Forest Landscape Pattern Based on GIS and PCA Dimension Reduction Method
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    摘要:

    森林景觀空間格局及其內(nèi)在等級(jí)特征辨識(shí)是森林資源管理和生態(tài)環(huán)境規(guī)劃的重要基礎(chǔ)。以新疆天山北坡西段霍城林場(chǎng)為對(duì)象,以森林資源二類調(diào)查資料和DEM數(shù)據(jù)為基礎(chǔ),基于GIS和PCA降維方法,通過(guò)景觀等級(jí)分類和景觀指數(shù)分析,對(duì)林區(qū)森林景觀空間格局及其等級(jí)特征進(jìn)行了研究。結(jié)果表明:天山北坡森林景觀格局存在明顯的等級(jí)特征,在不同等級(jí)上森林景觀破碎化嚴(yán)重,斑塊大小空間變異強(qiáng)烈;隨著森林景觀等級(jí)細(xì)化,森林核心斑塊大小、破碎化、景觀豐富度、空間鄰近程度等指標(biāo)變異加強(qiáng);在較高等級(jí)水平上,斑塊密度(PD)、平均斑塊面積(AREA_MN)、景觀形狀指數(shù)(LSI)、周長(zhǎng)-面積分形維數(shù)(PAFRAC)等指數(shù)對(duì)概括森林景觀空間格局具有決定性。森林景觀資源保護(hù)和精細(xì)化管理應(yīng)注重對(duì)景觀破碎化、豐富度、斑塊空間鄰接度等指標(biāo)的考慮及調(diào)控,進(jìn)而為林區(qū)景觀格局優(yōu)化、森林景觀資源健康經(jīng)營(yíng)與管理提供有力參考。

    Abstract:

    Forest landscape spatial pattern and identification differences in their internal hierarchical characteristics are important basis for forest resource management and ecological environment planning. Huocheng forest farm, locating in the western section of north slope of Tianshan Mountain in Xinjiang, a place with relatively stable landscape diversity, was selected as typical study area, based on forest resource inventory data for management and digital elevation model (DEM) date, and with the support of geoinformation system (GIS), dimension reduction method of principal component analysis (PCA) and landscape pattern indices (LPIs), the spatial patterns and grading characteristics of forest landscape in the forest region were studied through landscape classification and landscape index analysis. The following results were obtained. In the first place, the forest landscape pattern had obvious hierarchical characteristics in the north slope of Tianshan Mountain. At different levels of organizational hierarchy, landscape was seriously fragmentized, and the patch size showed considerable spatial variability, in addition, with the refinement of forest landscape organizational hierarchy, spatial variability of some landscape indexes core patch area, fragmentation, landscape richness, adjacency were increased. In the second place, at a higher grade level, patches density (PD), average patch area (AREA_MN), landscape shape index (LSI) and perimeter area fractal dimension (PAFRAC) were key indexes for summarizing the spatial pattern of forest landscape. The research result can provide a strong reference for optimizing forest landscape pattern and healthy management of forest landscape resources in landscape level by using the dimensionality reduction method of landscape pattern information. Most noteworthy, the protection and refinement management of forest landscape resources should be fragmentation, richness and spatial adjacency of landscape.

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王計(jì)平,支曉蓉,黃繼紅,孟超,胡艷萍,張德成.基于GIS和PCA降維的森林景觀格局等級(jí)特征分析[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2019,50(1):195-201. WANG Jiping, ZHI Xiaorong, HUANG Jihong, MENG Chao, HU Yanping, ZHANG Decheng. Hierarchical Characteristics Analysis of Forest Landscape Pattern Based on GIS and PCA Dimension Reduction Method[J]. Transactions of the Chinese Society for Agricultural Machinery,2019,50(1):195-201.

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  • 收稿日期:2018-08-06
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  • 在線發(fā)布日期: 2019-01-10
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