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基于GEE云平臺(tái)的黃土高原生態(tài)修復(fù)區(qū)植被變化與歸因
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國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目(2021YFE0117900)和國(guó)家自然科學(xué)基金面上項(xiàng)目(41871347)


Vegetation Change and Attribution in Ecological Restoration Area of Loess Plateau Based on GEE Cloud Platform
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    摘要:

    植被為地球生態(tài)系統(tǒng)主要構(gòu)成之一,也是人類(lèi)社會(huì)經(jīng)濟(jì)活動(dòng)的重要資源,監(jiān)測(cè)植被動(dòng)態(tài)變化有利于區(qū)域的環(huán)境保護(hù)及生態(tài)環(huán)境建設(shè),基于谷歌云平臺(tái)GEE,集成了Sen+MK趨勢(shì)分析、MK突變分析、偏相關(guān)分析、多元回歸殘差以及相對(duì)貢獻(xiàn)率分析等多種統(tǒng)計(jì)分析方法,構(gòu)建了一套自動(dòng)化植被恢復(fù)綜合分析體系,可用于植被變化趨勢(shì)檢測(cè)及歸因分析。在此基礎(chǔ)上,區(qū)分人工修復(fù)和自然恢復(fù)對(duì)植被變化的影響,以陜西省黃土高原生態(tài)修復(fù)工程實(shí)施區(qū)域之一——銅川市耀州區(qū)為例,開(kāi)展生態(tài)修復(fù)區(qū)與自然恢復(fù)區(qū)植被變化趨勢(shì)及歸因分析。分析結(jié)果表明:耀州區(qū)1990—2020年土地覆蓋格局整體呈現(xiàn)自東南向西北耕地逐漸減少、林地草地逐漸增加的分布特征。植被覆蓋變化特征呈現(xiàn)以速率0.55%/a波動(dòng)上升的趨勢(shì),上升突變點(diǎn)為2007年。氣候變化和人類(lèi)活動(dòng)對(duì)耀州區(qū)植被變化的相對(duì)貢獻(xiàn)率具有一定的異質(zhì)性,主要受到人類(lèi)活動(dòng)的正向驅(qū)動(dòng),相對(duì)貢獻(xiàn)率為79.10%,氣候變化相對(duì)貢獻(xiàn)率為15.22%。在植被改善區(qū)域,應(yīng)歸因于以人類(lèi)活動(dòng)主導(dǎo)的生態(tài)修復(fù)工程,生態(tài)修復(fù)工程實(shí)施治理效果較好;在植被退化區(qū)域,主要為氣候變化和人類(lèi)活動(dòng)的共同影響。

    Abstract:

    Vegetation is one of the main components of the earth’s ecosystem and an important resource for human social and economic activities. Monitoring the dynamic change of vegetation is conducive to regional environmental protection and ecological environment construction. Based on GEE, multiple statistical analysis methods such as Sen+MK trend analysis, MK mutation analysis, partial correlation analysis, multiple regression residual and relative contribution rate analysis were integrated, and an automated comprehensive analysis system of vegetation restoration was constructed, which can be used for vegetation change trend detection and attribution analysis. On this basis, taking Yaozhou District, Tongchuan City, one of the implementation areas of ecological restoration project on the Loess Plateau in Shaanxi Province as an example, the impact of artificial restoration and natural restoration on vegetation change was distinguished to carry out vegetation change trend and attribution analysis in ecological restoration and natural restoration areas. The analysis results showed that from 1990 to 2020, the overall land cover pattern in Yaozhou District showed the distribution characteristics of gradual decrease of cultivated land and gradual increase of forest land and grassland from southeast to northwest. The change characteristics of vegetation cover was fluctuated and increased at the rate of 055%/a, and the sudden change point was appeared about in 2007. The growth rate of NDVI in ecological restoration project area was slightly higher than that in natural regeneration area. The relative contribution rate of climate change and human activities to vegetation change in Yaozhou District was heterogeneous, which was mainly driven by human activities. The relative contribution rate of human activities was 79.10%, and the relative contribution rate of climate change was 15.22%. In the vegetation improvement area, it should be attributed to the ecological restoration project dominated by human activities, and the implementation effect of ecological restoration project was good. In the area of vegetation degradation, it was mainly the joint impact of climate change and human activities.

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王力,趙思妍,陳元鵬,張陽(yáng)堅(jiān),周泉.基于GEE云平臺(tái)的黃土高原生態(tài)修復(fù)區(qū)植被變化與歸因[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2023,54(3):210-223. WANG Li, ZHAO Siyan, CHEN Yuanpeng, ZHANG Yangjian, ZHOU Quan. Vegetation Change and Attribution in Ecological Restoration Area of Loess Plateau Based on GEE Cloud Platform[J]. Transactions of the Chinese Society for Agricultural Machinery,2023,54(3):210-223.

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  • 收稿日期:2022-05-12
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  • 在線(xiàn)發(fā)布日期: 2023-03-10
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