記事・論文検索

リセット
  • この検索システムでは、「環境情報科学」「環境情報科学 学術研究論文集」「Journal of Environmental Information Science」の3誌に掲載された論文の抄録(著者名・タイトル・要旨・キーワード)を検索できます。
    (「環境情報科学」は著者名・タイトルのみ)
  • 空白区切りで、複数語による検索ができます。
  • バックナンバーの購入をご希望の方は、事務局までメール(member-jimukyoku[at]ceis.or.jp)にてお問い合わせください。
  • 「環境情報科学」51巻以降はJ-STAGEにて論文全文を公開予定です(一部論文については発行より1年間は会員のみ閲覧可能)
ホーム > Journal of Environmental Information Science > Vol.32 No.5 (2004年) > A Microhabitat Analysis of Juvenile Fish in a Floodplain Pool using a Regression Tree Technique

Journal of Environmental Information Science Vol.32 No.5 (2004年)

[pp.55-62]

A Microhabitat Analysis of Juvenile Fish in a Floodplain Pool using a Regression Tree Technique

Shingo YAMASHITA, Masatoshi DENDA and Nobukazu NAKAGOSHI (Hiroshima University / Public Works Research Institute)


Abstract:
To explore the useful spatial predictors in the estimating the species diversity of juvenile fish in floodplain pools, we used a regression tree technique to analyze the relationship between species richness of cyprinid juveniles and microhabitat characteristics in a major floodplain pool located in the middle reaches of the Chikuma River in central Japan. We surveyed the pool from 5 to 11 July 2000 and again from 25 to 30 July 2001, when the pool was separate from the main stream. During each survey period, we performed underwater observations and measurements of microhabitat characteristics using differential global positioning system instruments. We calculated the distribution of cyprinid juveniles and the microhabitat characteristics per 2-m grid cell using geographical information system software. Eight parameters described the microhabitat characteristics of the floodplain pool: depth, current velocity, ratio of cobble area to grid cell area, ratio of cover area to grid cell area, distance from cover, distance from pool edge, slope, and aspect. Nine species of cyprinid juveniles were found in the floodplain pool. In both the 2000 and 2001 daytime surveys, the regression tree models selected less distance from cover as the best predictor of the species richness of cyprinid juveniles. Our results suggest that the length of cover perimeter of pool is more important than other parameters as index of sustenance of juvenile fish diversity in estimating the function of floodplain pools as nursery area during isolated season.


Key Word:
data mining, floodplain pool, juvenile fish, microhabitat, regression tree, species richness

PDFダウンロード(会員限定)