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来源类型 | Article |
规范类型 | 其他 |
DOI | 10.3390/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 |
URL | http://pure.iiasa.ac.at/id/eprint/12950/ |
来源智库 | International Institute for Applied Systems Analysis (Austria) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/130478 |
推荐引用方式 GB/T 7714 | Waldner F,Fritz S,Di Gregorio A,et al. A Unified Cropland Layer at 250 m for Global Agriculture Monitoring.. 2016. |
条目包含的文件 | ||||||
文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
A%20unified%20cropla(850KB) | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 |
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