Cite as:
Thies, B.; Groos, A.; Schulz, M.; Li, C.; Chang, S. &amp; Bendix, J. (2015): <b>Frequency of low clouds in Taiwan retrieved from MODIS data and its relation to cloud forest occurrence</b>. <i>Remote Sensing</i> <b>7</b>, 12986-13004.

Resource Description

Title: Frequency of low clouds in Taiwan retrieved from MODIS data and its relation to cloud forest occurrence
FOR816dw ID: 244
Publication Date: 2015-09-30
License and Usage Rights: PAK 823-825 data user agreement. (
Resource Owner(s):
Individual: Boris Thies
Individual: Alexander Groos
Individual: Martin Schulz
Individual: Ching-Feng Li
Individual: Shih-Chieh Chang
Individual: Jörg Bendix
The relationship between satellite-derived low cloud frequency and the occurrence of tropical montane cloud forest (TMCF) in Taiwan was investigated. From daily MODIS cloud mask products between 2003 and 2012 the low cloud class was extracted and mean low cloud frequency was calculated for Taiwan. This low cloud frequency map was blended with an existing plot-based vegetation classification for Taiwan to analyze the relationship between low cloud frequency and TMCF occurrence. Receiver operating characteristics curves and the area under the ROC curve (AUC) were used to analyze if a relationship exists. No relationship was found for all four TMCF types taken together (AUC = 0.61) and for the dominant TMCF type, Quercus montane evergreen broad-leaved cloud forest (AUC = 0.5). Strong relationships were found for the two spatially-restricted TMCF types, Fagus montane deciduous broad-leaved cloud forest (AUC = 0.91) and Pasania-Elaeocarpus montane evergreen broad-leaved forest (AUC = 0.84), as well as for the second dominant type Chamaecyparis montane mixed cloud forest (AUC = 0.74). The results show that low cloud frequency thresholds might be associated with specific cloud forest types in Taiwan. Further studies should incorporate information about cloud base height, cloud density, and cloud immersion time as well as satellite-based cloud frequency information with a higher temporal resolution. Combination with satellite-based land cover classifications for Taiwan would allow quasi-continuous observation of TMCF changes. Such knowledge would be the precondition for effective protective actions concerning this exceptional but threatened ecosystem.
| MODIS | Taiwan | satellite | tropical montane cloud forest | vegetation survey |
Literature type specific fields:
Journal: Remote Sensing
Volume: 7
Page Range: 12986-13004
Metadata Provider:
Individual: Tiziana Li Koch
Online Distribution:
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