An application of novel zero-one inflated distributions with spatial dependence for the deforestation modeling

Ryuei Nishii, Shojiro Tanaka

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

5 被引用数 (Scopus)

抄録

This paper considers statistical modeling of deforestation. Forest coverage ratio of grid-cell data was modeled by two covariates: human population density and relief energy. Conditional likelihood of the forest ratios given the covariates was decomposed by product of two likelihoods. The first one is due to trinomial logistic distributions on three classes: the ratios take zero, one or values between zero and one. The second one is due to a logistic-normal regression model for the ratios between zero and one. This model was applied to the real grid-cell data, and led remarkably interesting implications.

本文言語英語
ホスト出版物のタイトル2010 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010
出版社Institute of Electrical and Electronics Engineers Inc.
ページ3442-3445
ページ数4
ISBN(印刷版)9781424495658, 9781424495665
DOI
出版ステータス出版済み - 2010
イベント2010 30th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010 - Honolulu, HI, 米国
継続期間: 7 25 20107 30 2010

出版物シリーズ

名前International Geoscience and Remote Sensing Symposium (IGARSS)

その他

その他2010 30th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010
国/地域米国
CityHonolulu, HI
Period7/25/107/30/10

All Science Journal Classification (ASJC) codes

  • コンピュータ サイエンスの応用
  • 地球惑星科学(全般)

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