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奉節(jié)縣臍橙果園用地時空演變特征與驅動因子分析
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國家自然科學基金項目(41771312)和重慶市教委科技項目(KJQN201800747)


Spatial and Temporal Evolution of Navel Orange Orchard Land and Its Driving Factors in Fengjie County
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    摘要:

    為研究臍橙果園用地時空演變規(guī)律和驅動力機制,制定三峽庫區(qū)可持續(xù)土地利用政策,維持區(qū)域經濟發(fā)展與生態(tài)環(huán)境保護的良性平衡,以三峽庫區(qū)臍橙主產區(qū)重慶市奉節(jié)縣為研究區(qū),利用地理國情、遙感影像等多源數據,在自然、社會經濟2個類別基礎上引入政策類因子,選擇像元、鄉(xiāng)鎮(zhèn)2個尺度的26個潛在因子,利用隨機森林回歸方法定量分析臍橙果園用地變化驅動因子的相對重要性以及主要因子的邊際依賴性,探究2000—2019年期間奉節(jié)縣臍橙果園的時空演變格局。結果表明:2000—2019年期間奉節(jié)縣臍橙果園呈快速擴張態(tài)勢,總體規(guī)模增幅達150%,年均增長達7.5%,主要沿長江與梅溪河、大溪河、草堂河、朱衣河等主要水系呈帶狀分布,順著流域峽谷方向逐步擴張;像元尺度的與水源地距離、與城區(qū)距離、土壤pH值和鄉(xiāng)鎮(zhèn)尺度的平均坡度、平均高程、臍橙產業(yè)扶貧專項資金數額、現代農業(yè)柑橘專項資金數額、臍橙產業(yè)科技項目資金數額以及坡向等驅動因子的相對重要性位居前9位,政策因子在臍橙果園擴張中的貢獻較為顯著,說明需要制定更適宜的政策來引導臍橙產業(yè)健康發(fā)展;臍橙果園擴張對各主要驅動因子的邊際依賴性較強,不同空間層級之間存在差異性??傮w而言,臍橙果園擴張傾向于發(fā)生在平均坡度15°~25°、平均高程200~450m、距離水源地3km內、土壤pH值為5.5~7.6,有資金支持、區(qū)位條件好的區(qū)域。本研究可為制定引導臍橙產業(yè)健康可持續(xù)發(fā)展的土地利用政策提供有效的技術參考依據。

    Abstract:

    To study the temporal and spatial evolution law and driving force mechanism of navel orange orchard land, and formulate sustainable land use policy and maintain a good balance between economic development and ecological environment protection in the Three Gorges Reservoir area, Fengjie County of Chongqing, the main production area of navel orange, was selected as the research area, the temporal and spatial evolution pattern of navel orange orchard in Fengjie County from 2000 to 2019 was explored by using multi-source data such as geographical national conditions data and remote sensing images. On the basis of natural and socio-economic categories, policy category was introduced, totally 26 potential factors of pixel and township scales were selected, and then the random forest regression method was used to quantitatively analyze the relative importance of driving factors of land use change in navel orange orchard, and the marginal effects of main factors were also analyzed. The results showed that the navel orange orchard in Fengjie County was expanded rapidly from 2000 to 2019, with an overall scale increase of 150% and an average annual growth of 7.5%. They were mainly distributed along the Yangtze River, Meixi River, Daxi River, Caotang River, Zhuyi River and other main water systems in a zonal distribution, and gradually expanded along the river valley direction. The relative importance of the following driving factors ranked in the top nine were as follows: distance from water source, distance from urban area, soil pH value at pixel scale, and average slope, average elevation, special fund for poverty alleviation of navel orange industry, special fund for modern agricultural citrus industry, science and technology project fund of navel orange industry at township scale and aspect. The contribution of policy factors in the expansion of navel orange orchard was significant, which indicated that more appropriate policies were needed to be formulated to guide the healthy development of navel orange industry. The marginal dependence of navel orange orchard expansion on the main driving factors was strong, and there were differences among different spatial levels. On the whole, the expansion of navel orange orchards tended to occur in areas with average slope of 15°~25°, average elevation of 200~450m, distance from water source less than 3km, soil pH value of 5.5~7.6, financial support and good location conditions. The relative importance of the driving factors of land use/cover change (LUCC) in navel orange orchard was quantitatively analyzed, the driving mechanism of navel orange orchard expansion was explained, and effective technical reference for formulating land use policies was provided to guide the sustainable development of navel orange industry.

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王斌,何丙輝,林娜,王偉,李天陽,安麗超.奉節(jié)縣臍橙果園用地時空演變特征與驅動因子分析[J].農業(yè)機械學報,2021,52(6):204-214. WANG Bin, HE Binghui, LIN Na, WANG Wei, LI Tianyang, AN Lichao. Spatial and Temporal Evolution of Navel Orange Orchard Land and Its Driving Factors in Fengjie County[J]. Transactions of the Chinese Society for Agricultural Machinery,2021,52(6):204-214.

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  • 收稿日期:2021-02-20
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  • 在線發(fā)布日期: 2021-06-10
  • 出版日期: 2021-06-10