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30m空間分辨率土地覆被產(chǎn)品在福建省的一致性分析和精度評(píng)價(jià)
首發(fā)時(shí)間:2022-03-11
莊留文(1995-),男,廣東揭西人,碩士研究生,主要研究方向:植被遙感
鄒秉章 2鄒秉章(1970-),男,福建連城人,營林高級(jí)工程師,主要研究方向:森林培育及生物多樣性保護(hù)。
王思榮 2王思榮(1973-),男,福建上杭人,營林高級(jí)工程師,主要研究方向:森林培育及生物多樣性保護(hù)。
摘要:本研究基于4套30m空間分辨率土地覆被產(chǎn)品和2019年福建省土地覆被類型樣本點(diǎn)數(shù)據(jù)集,通過偏差系數(shù)和相關(guān)系數(shù)分析了面積一致性,通過誤差矩陣和產(chǎn)品間兩兩疊置分析了空間一致性和類型混淆程度。結(jié)果表明:4套土地覆被產(chǎn)品之間相關(guān)系數(shù)均較高,對(duì)福建省的刻畫基本一致,在林地、水體、人造地表和耕地4種類型上偏差較小,草地、灌木地、濕地和裸地偏差較大;總體精度CLCD(84.89%)>FROM-GLC30(81.90%)>GLC-FCS30(81.75%)>GlobeLand30(72.95%),林地、水體和人造地表的生產(chǎn)者精度和用戶精度均較高,類型混淆程度也較低,簡言之,林地是表現(xiàn)最好的土地覆被類型。綜合來看,在福建省應(yīng)注意結(jié)合不同應(yīng)用需求選擇土地覆被產(chǎn)品。
關(guān)鍵詞: 土地利用/土地覆被 土地覆被產(chǎn)品 一致性分析 精度評(píng)價(jià) 福建省
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Consistency analysis and accuracy assessment of 30m spatial resolution land cover products in Fujian Province
莊留文(1995-),男,廣東揭西人,碩士研究生,主要研究方向:植被遙感
Zou Bingzhang 2鄒秉章(1970-),男,福建連城人,營林高級(jí)工程師,主要研究方向:森林培育及生物多樣性保護(hù)。
Wang Sirong 2王思榮(1973-),男,福建上杭人,營林高級(jí)工程師,主要研究方向:森林培育及生物多樣性保護(hù)。
Abstract:In this paper,we based on four sets of 30m spatial resolution land cover products and sample point datasets of land cover types in Fujian Province in 2019, this study analyzed the area consistency by deviation coefficient and correlation coefficient, and analyzed the spatial consistency and type confusion degree by error matrix and the overlappingof products. The results showed that the correlation coefficients among all four sets of land cover products were high, and the portrayal of Fujian Province was basically consistent, with less deviation on four types of forest land, water bodies, artificial surface and cropland, and the deviationsof grassland, shrubland, wetland and bare land were large.The overall accuracy was CLCD (84.89%) > FROM-GLC30 (81.90%) > GLC-FCS30 (81.75%) > GlobeLand30 (72.95%), with higher produce accuracy and user accuracy and lower type confusion for forest, water bodies and artificial surfaces; in short, forestis the best performing land cover type. In general, attention should be paid to the application of land cover products in fujian province based on different application requirements.
Keywords: Land use/land cover land cover products consistency analysis accuracy assessment Fujian Province
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