Soil organic matter mapping with fuzzy logic and GIS
文献类型：会议论文
| 作者 | Li Runkui ; Kono Yasuyuki ; Liu Junzhi ; Peng Ming ; Raghavan Venkatesh ; Song Xianfeng |
| 出版日期 | 2012 |
| 会议名称 | 2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, July 22, 2012 - July 27, 2012 |
| 会议地点 | Munich, Germany |
| 关键词 | Soils Biogeochemistry Biological materials Fuzzy logic Geology Image reconstruction Organic compounds Remote sensing |
| 页码 | 499-502 |
| 英文摘要 | This study developed a method for Soil Organic Matter (SOM) mapping in a lithoidal mountainous area using a stratified strategy under fuzzy inference framework. Environmental variables derived from terrain analysis and remote sensing incorporated with a small number of field samples were used to predict spatial variation of SOM. A new variable, bare soil ratio, representing the fractions of bare soil area inside a pixel of remote sensing images resulted from sub-pixel unmixing technology is used specifically for rocky upland area. A case study in the Hushiha area of North China has shown an improved spatial detail and accuracy of SOM compared to the available traditional soil map of Heibei Province. The proposed method takes full advantages of data with free access such as SRTM DEM and remote sensing images of HJ-A which exhibits massive potential to map SOM efficiently at low cost for a large area. 2012 IEEE. |
| 收录类别 | EI |
| 会议录出版者 | Institute of Electrical and Electronics Engineers Inc. |
| 语种 | 英语 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/31021]  |
| 专题 | 地理科学与资源研究所_历年回溯文献 |
| 推荐引用方式 GB/T 7714 | Li Runkui,Kono Yasuyuki,Liu Junzhi,et al. Soil organic matter mapping with fuzzy logic and GIS[C]. 见:2012 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, July 22, 2012 - July 27, 2012. Munich, Germany. |
入库方式： OAI收割
来源：地理科学与资源研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。