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基于光譜混合分解的果園擴(kuò)張?zhí)卣髋c種植適宜性研究
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國家自然科學(xué)基金項(xiàng)目(41801202、41911530693)


Expansion Characteristics and Planting Suitability Assessment of Orchard Based on Linear Spectral Mixed Decomposition
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    摘要:

    以果園為代表的經(jīng)濟(jì)作物種植面積迅速擴(kuò)張,其在獲得一定經(jīng)濟(jì)收益的同時,也造成了一系列的生態(tài)環(huán)境問題。開展果園擴(kuò)張及其演變特征研究,是助力果園生態(tài)可持續(xù)發(fā)展的重要內(nèi)容。本研究以山東省煙臺市蘋果主產(chǎn)區(qū)棲霞市、萊陽市以及海陽市為研究區(qū),基于線性光譜混合分解方法提取土地利用數(shù)據(jù),分析了1998—2019年研究區(qū)果園種植面積變化情況,并結(jié)合擴(kuò)張強(qiáng)度、擴(kuò)張速率以及景觀格局指數(shù)探析了當(dāng)?shù)毓麍@擴(kuò)張演變特征及其規(guī)律,進(jìn)而通過種植適宜性評價體系,分析3個研究區(qū)果園種植適宜性分布情況。結(jié)果表明:研究期間,研究區(qū)果園呈持續(xù)擴(kuò)張趨勢,且明顯分為快速擴(kuò)張(1998—2010年)和平穩(wěn)擴(kuò)張(2010—2019年)兩個階段,其果園分別擴(kuò)張409.25、684.71km2;此外,約68.11%的果園擴(kuò)張發(fā)生在北部棲霞市,這使當(dāng)?shù)匦纬梢怨麍@種植為主的農(nóng)業(yè)經(jīng)濟(jì)發(fā)展模式。1998—2019年間,果園擴(kuò)張主要來源為林地和耕地,其貢獻(xiàn)率分別約為23.55%和55.52%;其中,一熟作物為主要耕地來源,其果園擴(kuò)張貢獻(xiàn)率高達(dá)42.51%,而裸地貢獻(xiàn)率最低。2010年以后,研究區(qū)果園擴(kuò)張由“填充式”轉(zhuǎn)為“零散式”擴(kuò)張,果園結(jié)構(gòu)聚集度下降,破碎度增大;此外,果園擴(kuò)張主要優(yōu)先發(fā)生在高海拔以及山地,優(yōu)先擴(kuò)張區(qū)具有充足的氣候資源與優(yōu)良的自然地理?xiàng)l件,有利于蘋果樹生長發(fā)育。果園擴(kuò)張達(dá)到一定規(guī)模時,會受海拔、坡度以及農(nóng)村勞動力等因素的限制,逐漸向地形條件相對較差的地區(qū)擴(kuò)張,可能造成果園收支不平衡現(xiàn)象和較大的潛在水土環(huán)境風(fēng)險,當(dāng)?shù)卣畱?yīng)予以重視,并進(jìn)一步加以控制。棲霞市的果園種植區(qū)整體種植適宜性較高,果園生長發(fā)育外部環(huán)境良好,尤其是氣候條件;受土壤條件影響,萊陽市與海陽市果樹種植區(qū)外部投入量相對較大。

    Abstract:

    The planting area of cash crops represented by orchards has expanded rapidly, which has not only obtained certain economic benefits, but also caused a series of ecological and environmental problems. Carrying out research on orchard expansion and its evolution characteristics is an important part of helping the sustainable development of orchards. Taking Qixia, Laiyang and Haiyang, the main apple producing areas in Yantai City, Shandong Province as the research areas, based on the land use data extracted by the linear spectral mixed decomposition method, the changes in the orchard planting area in the study area from 1998 to 2019 were analyzed. Combined with expansion intensity, expansion rate and landscape pattern index, the characteristics and laws of local orchard expansion and evolution were analyzed. The results showed that during the study period, orchard showed a continuous expansion trend, and it was clearly divided into two stages: rapid expansion (1998—2010) and stable expansion (2010—2019). The orchards were expanded by 409.25km2 and 684.71km2 respectively;in addition, about 68.11% of the orchard expansion occurred in Qixia, which led to the formation of an agricultural economic development model based on orchard planting. From 1998 to 2019, the main sources of orchard expansion were forest and cultivation, and their contribution rates were about 23.55% and 55.52%. Single cropping was the main source of cultivation, and the contribution rate of orchard expansion was as high as 42.51%, while bare land contributed the least. After 2010, the expansion of orchard in the study area was changed from filled to scattered, the degree of aggregation of the orchard structure was decreased, and the degree of fragmentation was increased. In addition, the expansion of orchard mainly occurred in high altitudes and mountains, and priority was given to expansion. The area had sufficient climatic resources and excellent natural geographical conditions, which were conducive to the growth and development of apple trees. When the orchard was expanded to a certain scale, it would be limited by factors such as altitude, slope and rural labor, and gradually expanded to areas with relatively poor terrain conditions, which may cause the orchard’s unbalanced income and expenditure and greater potential water and soil environmental risks, the local government should pay attention. The overall planting suitability of orchard planting area in Qixia was high, and the external environment for orchard growth and development was good, especially climatic condition. Affected by soil conditions, the external input of fruit tree planting areas in Laiyang and Haiyang was relatively large.

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肖瀟,劉明,何奇瑾,胡起源,高翔,倫飛.基于光譜混合分解的果園擴(kuò)張?zhí)卣髋c種植適宜性研究[J].農(nóng)業(yè)機(jī)械學(xué)報,2023,54(3):234-245. XIAO Xiao, LIU Ming, HE Qijin, HU Qiyuan, GAO Xiang, LUN Fei. Expansion Characteristics and Planting Suitability Assessment of Orchard Based on Linear Spectral Mixed Decomposition[J]. Transactions of the Chinese Society for Agricultural Machinery,2023,54(3):234-245.

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  • 收稿日期:2022-05-16
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  • 在線發(fā)布日期: 2023-03-10
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