人工衛星を用いた水田地帯における耕作放棄地の判別

• 瑞慶村 知佳

  農業・食品産業技術総合研究機構農村工学研究所

• 本岡 毅

  宇宙航空研究開発機構（JAXA）

• 奈佐原 顕郎

  筑波大学大学院生命環境科学研究科

書誌事項

タイトル別名

• Detection of Abandoned Rice Paddies with Satellite Remote Sensing
• ジンコウ エイセイ オ モチイタ スイデン チタイ ニ オケル コウサク ホウキチ ノ ハンベツ

抄録

Increase in abandoned agricultural lands is a big problem in Japan. Satellite remote sensing is one of promising approaches for periodic monitoring of the abandoned agricultural lands with low cost. We developed a method of detection of abandoned rice paddies with satellite data and evaluated it with ground observation data. We found that the difference of NDVI between a rice paddy and an abandoned rice paddy was particularly large in one month of just after planting as well as two months of just after harvesting. By taking advantage of this feature, we produced the map of abandoned rice paddies by using ALOS AVNIR-2 data taken in the post-harvest period. Error matrices were produced to evaluate some accuracies : Producer's accuracy for abandoned rice paddies was 71.8%, and user's accuracy for abandoned rice paddies was 86.1%. Although most of the previous studies used only satellite data taken in the post-planting period, this study shows utility of satellite data in the post-harvest period.

収録刊行物

• 日本リモートセンシング学会誌

  日本リモートセンシング学会誌 31 (1), 55-62, 2011

  一般社団法人 日本リモートセンシング学会

キーワード

• Abandoned rice paddy
• Satellite remote sensing
• NDVI
• AVNIR-2
• GRASS

詳細情報

• CRID: 1390282679644365056
• NII論文ID: 10027810059
• NII書誌ID: AN10035665
• DOI: 10.11440/rssj.31.55
• ISSN: 18831184
• ISSN: 02897911
• NDL書誌ID: 11002325
• Web Site: https://agriknowledge.affrc.go.jp/RN/2030810806
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I11002325
• 本文言語コード: en
• データソース種別:
  • JaLC
  • IRDB
  • NDL
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可