基于光谱混合分解的果园扩张特征与种植适宜性研究
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国家自然科学基金项目(41801202、41911530693)


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

    以果园为代表的经济作物种植面积迅速扩张,其在获得一定经济收益的同时,也造成了一系列的生态环境问题。开展果园扩张及其演变特征研究,是助力果园生态可持续发展的重要内容。本研究以山东省烟台市苹果主产区栖霞市、莱阳市以及海阳市为研究区,基于线性光谱混合分解方法提取土地利用数据,分析了1998—2019年研究区果园种植面积变化情况,并结合扩张强度、扩张速率以及景观格局指数探析了当地果园扩张演变特征及其规律,进而通过种植适宜性评价体系,分析3个研究区果园种植适宜性分布情况。结果表明:研究期间,研究区果园呈持续扩张趋势,且明显分为快速扩张(1998—2010年)和平稳扩张(2010—2019年)两个阶段,其果园分别扩张409.25、684.71km2;此外,约68.11%的果园扩张发生在北部栖霞市,这使当地形成以果园种植为主的农业经济发展模式。1998—2019年间,果园扩张主要来源为林地和耕地,其贡献率分别约为23.55%和55.52%;其中,一熟作物为主要耕地来源,其果园扩张贡献率高达42.51%,而裸地贡献率最低。2010年以后,研究区果园扩张由“填充式”转为“零散式”扩张,果园结构聚集度下降,破碎度增大;此外,果园扩张主要优先发生在高海拔以及山地,优先扩张区具有充足的气候资源与优良的自然地理条件,有利于苹果树生长发育。果园扩张达到一定规模时,会受海拔、坡度以及农村劳动力等因素的限制,逐渐向地形条件相对较差的地区扩张,可能造成果园收支不平衡现象和较大的潜在水土环境风险,当地政府应予以重视,并进一步加以控制。栖霞市的果园种植区整体种植适宜性较高,果园生长发育外部环境良好,尤其是气候条件;受土壤条件影响,莱阳市与海阳市果树种植区外部投入量相对较大。

    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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肖潇,刘明,何奇瑾,胡起源,高翔,伦飞.基于光谱混合分解的果园扩张特征与种植适宜性研究[J].农业机械学报,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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  • 在线发布日期: 2023-03-10
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