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The practical application of smart precision forestry project using laser scanning for an AI‐assisted in Japan
https://kagawa-u.repo.nii.ac.jp/records/9724
https://kagawa-u.repo.nii.ac.jp/records/97249d6c5b3f-2a55-4c70-b268-babd714327a0
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
AA12724987_014_L148.pdf (481.2 kB)
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| Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||||||||||||||||||||||||||||||||
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| 公開日 | 2022-06-10 | |||||||||||||||||||||||||||||||||||
| タイトル | ||||||||||||||||||||||||||||||||||||
| タイトル | The practical application of smart precision forestry project using laser scanning for an AI‐assisted in Japan | |||||||||||||||||||||||||||||||||||
| 言語 | en | |||||||||||||||||||||||||||||||||||
| 見出し | ||||||||||||||||||||||||||||||||||||
| 大見出し | Abstracts | |||||||||||||||||||||||||||||||||||
| 小見出し | Workshop 4 : Environmental humanities : Water, air and land for sustainable living spaces | |||||||||||||||||||||||||||||||||||
| 言語 | en | |||||||||||||||||||||||||||||||||||
| 言語 | ||||||||||||||||||||||||||||||||||||
| 言語 | eng | |||||||||||||||||||||||||||||||||||
| 資源タイプ | ||||||||||||||||||||||||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||||||||||||||||||||
| 資源タイプ | departmental bulletin paper | |||||||||||||||||||||||||||||||||||
| アクセス権 | ||||||||||||||||||||||||||||||||||||
| アクセス権 | open access | |||||||||||||||||||||||||||||||||||
| アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||||||||||||||||||||||||||
| 著者 |
加藤, 正人
× 加藤, 正人
× 鄧, 送求
× 竹中, 悠輝
× 中川, 太人
× 藤平, 光希
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| 抄録 | ||||||||||||||||||||||||||||||||||||
| 内容記述タイプ | Abstract | |||||||||||||||||||||||||||||||||||
| 内容記述 | Japan has 10 million ha of coniferous plantations over 50 years old and is in the harvest season. Our project has started since 2017 and attracted attention from both inside and outside the country. By developing smart precision forestry by collecting Individual tree‐level data using integrated technology combining Airborne Laser Scanning (ALS), Unmanned Aircraft (UAV)‐LS, and Mobile LS( MLS), Working to reduce labor costs and improve sustainable timber productivity. ALS grasps topography and roads in forest areas from DEM created with a point density of 4 points / m2, classifies forest resources from DCHM, and selects harvest areas. ALS grasps forest landforms and the existing road network from a DEM with a point density of 4 points / m2 and performs forest resource zoning from DCHM to select harvest areas. Next, use UAV‐LS to select thinned trees and check the harvested trees. MLS assesses forest damage and wood grades and serves as an alternative to ground and harvest studies. The next step is to use UAV‐LS to select the thinning trees and detect the planted trees from the AI assisted program in the 3D precision database. MLS assesses timber grades with tree damage and bending and timber diameter, serves as an alternative to manual ground surveys. Using the high‐performance harvester with IOT function locally to produce logging, branch cutting and timber cutting. Finally, we are going to challenge timber supply chain by linking Individualtree information from harvester operator to offices and Saw mill companies via internet. Our smart precision forestry project using laser sensing is supported the Ministry of Agriculture and Forestry of Japan, which is a collaboration among Shinshu University, local governments, timber producers, and the forest industry companies to strengthen the competitiveness of Japan forestry. It will spread in Japan. | |||||||||||||||||||||||||||||||||||
| 言語 | en | |||||||||||||||||||||||||||||||||||
| 書誌情報 |
ja : 香川大学インターナショナルオフィスジャーナル en : Journal of Kagawa University International Office 巻 14, p. 148-149, 発行日 2022-03-31 |
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| 出版者 | 香川大学インターナショナルオフィス | |||||||||||||||||||||||||||||||||||
| 言語 | ja | |||||||||||||||||||||||||||||||||||
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| 収録物識別子タイプ | PISSN | |||||||||||||||||||||||||||||||||||
| 収録物識別子 | 1884-8745 | |||||||||||||||||||||||||||||||||||
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| 収録物識別子タイプ | NCID | |||||||||||||||||||||||||||||||||||
| 収録物識別子 | AA12724987 | |||||||||||||||||||||||||||||||||||
| 著者版フラグ | ||||||||||||||||||||||||||||||||||||
| 出版タイプ | VoR | |||||||||||||||||||||||||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||||||||||||||||||||
