| Presentation | 2019-09-13 Development of Complex Image Stacking Tool for Machine Learning and Cloud Satellite Data Platforms Yoshinobu Sasaki, Keishiroh Nakamoto, Kei Oyoshi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, satellite data businesses and data platforms with large-capacity storage and high-computing power haveattracted attention. The platform have been becoming widely used to analyze satellite data stored on the platform, however, itrequires expertize in remote sensing (e.g. projection transformation, conversion from DN to physical variables and so on) toutilize the satellite images which are unavailable on the platform. In order to overcome this issue, we developed the tool inparticular for the satellite images observed by JAXA’s satellites with medium spatial resolution (100 m to several km). This toolautomatically identify the satellite product, downloads, reads, integrates and projects the data, and outputs files (Geotiff ,PNGand KML). In this paper, we introduce the tool and the result of gridded air temperature dataset estimated by land surface datagenerate by the tool’s and machine learning technique. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Satellite / Earth Observation / Machine Learning / Image Analysis / Cloud platform |
| Paper # | AI2019-20 |
| Date of Issue | 2019-09-06 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2019/9/13(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Naoki Fukuta(Shizuoka Univ.) |
| Vice Chair | Yuichi Sei(Univ. of Electro-Comm.) / Yuko Sakurai(AIST) |
| Secretary | Yuichi Sei(Osaka Univ.) / Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of Complex Image Stacking Tool for Machine Learning and Cloud Satellite Data Platforms |
| Sub Title (in English) | |
| Keyword(1) | Satellite |
| Keyword(2) | Earth Observation |
| Keyword(3) | Machine Learning |
| Keyword(4) | Image Analysis |
| Keyword(5) | Cloud platform |
| 1st Author's Name | Yoshinobu Sasaki |
| 1st Author's Affiliation | Japan Aerospace Exploration Agency(JAXA) |
| 2nd Author's Name | Keishiroh Nakamoto |
| 2nd Author's Affiliation | Japan Aerospace Exploration Agency(JAXA) |
| 3rd Author's Name | Kei Oyoshi |
| 3rd Author's Affiliation | Japan Aerospace Exploration Agency(JAXA) |
| Date | 2019-09-13 |
| Paper # | AI2019-20 |
| Volume (vol) | vol.119 |
| Number (no) | AI-202 |
| Page | pp.pp.7-12(AI), |
| #Pages | 6 |
| Date of Issue | 2019-09-06 (AI) |