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来源类型Article
规范类型其他
DOI10.3390/data1010003
A Unified Cropland Layer at 250 m for Global Agriculture Monitoring.
Waldner F; Fritz S; Di Gregorio A; Plotnikov D; Bartalev S; Kussul N; Gong P; Thenkabail P
发表日期2016
出处Data 1 (1): e3
出版年2016
语种英语
摘要Accurate and timely information on the global cropland extent is critical for food security monitoring, water management and earth system modeling. Principally, it allows for analyzing satellite image time-series to assess the crop conditions and permits isolation of the agricultural component to focus on food security and impacts of various climatic scenarios. However, despite its critical importance, accurate information on the spatial extent, cropland mapping with remote sensing imagery remains a major challenge. Following an exhaustive identification and collection of existing land cover maps, a multi-criteria analysis was designed at the country level to evaluate the fitness of a cropland map with regards to four dimensions: its timeliness, its legend, its resolution adequacy and its confidence level. As a result, a Unified Cropland Layer that combines the fittest products into a 250 m global cropland map was assembled. With an evaluated accuracy ranging from 82% to 95%, the Unified Cropland Layer successfully improved the accuracy compared to single global products.Data Set: https://dx.doi.org/10.6084/m9.figshare.2066742 or http://maps.elie.ucl.ac.be
主题Ecosystems Services and Management (ESM)
关键词global agriculture cropland map multi-criteria analysis accuracy assessment
URLhttp://pure.iiasa.ac.at/id/eprint/12950/
来源智库International Institute for Applied Systems Analysis (Austria)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/130478
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Waldner F,Fritz S,Di Gregorio A,et al. A Unified Cropland Layer at 250 m for Global Agriculture Monitoring.. 2016.
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