Distinguishing the windthrow and hydrogeological effects of typhoon impact on agricultural lands: An integrative OBIA and PPGIS approach

Tzu Hsin Chen, Kuan Hui Elaine Lin*

*此作品的通信作者

研究成果: 雜誌貢獻期刊論文同行評審

3 引文 斯高帕斯(Scopus)

摘要

The agricultural impacts of tropical cyclones remain the primary threat to livelihoods in Southeast Asia and Latin America. The impacts take two forms, one is windthrow, i.e. uprooted or snapped trees, caused by strong wind, and the other is hydrogeological effects from heavy precipitation. The empirical effects are different for the two forms. However, little previous research has been devoted to distinguishing the two effects to estimate agricultural losses, and even fewer have used moderate-resolution (10 m resolution) images. This study presents a methodological progression to address this deficiency. First, an object-based image analytical method distinguishes the two effects using Satellite Pour l’Observation de la Terre — 5 satellite images. Various object-based features are compared to acquire their spectral, textural, and geometric characteristics for the interpretation. Second, a public participation geographical information system (PPGIS) approach is developed that combines community empowerment and collaborative field survey to rebuild and represent ground truth during disasters for image validation. The method is applied to a case study of typhoon Bopha that struck Compostela Valley, eastern Mindanao, the Philippines in December 2012. Our assessment indicates that the producer accuracy reaches 88.9% for debris and mud flows and 83.3% for windthrow, and user accuracy reaches 94% and 81%, respectively. The result indicates that the proposed methods have great potential for distinguishing the two effects. It also highlights the efficacy of integrating PPGIS with remote sensing, for image validation purposes and in practice to enhance local residents’ environmental consciousness for enhancing adaptive capacity in resource limited regions.

原文英語
頁(從 - 到)131-148
頁數18
期刊International Journal of Remote Sensing
39
發行號1
DOIs
出版狀態已發佈 - 2018 1月 2
對外發佈

ASJC Scopus subject areas

  • 一般地球與行星科學

指紋

深入研究「Distinguishing the windthrow and hydrogeological effects of typhoon impact on agricultural lands: An integrative OBIA and PPGIS approach」主題。共同形成了獨特的指紋。

引用此