2020
DOI: 10.22452/mjir.vol8no1.7
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Indonesia's Forest Fire and Haze Pollution: An Analysis of Human Security

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Cited by 1 publication
(2 citation statements)
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“…The experimental results show that collage augmentation is beneficial in balancing the proportion of small targets and improving the training effect. It can be seen that when k = 2 2 , the model has optimal accuracy and the speed is not significantly reduced compared to k = 1 2 , indicating that component stitching data enhancement can alleviate the imbalance of the dataset due to the under-representation of small targets. Therefore, PDAM-STPNNet uses the component stitching data enhancement approach set to k = 2 2 .…”
Section: Exploring the Effects Of A Single Approachmentioning
confidence: 99%
See 1 more Smart Citation
“…The experimental results show that collage augmentation is beneficial in balancing the proportion of small targets and improving the training effect. It can be seen that when k = 2 2 , the model has optimal accuracy and the speed is not significantly reduced compared to k = 1 2 , indicating that component stitching data enhancement can alleviate the imbalance of the dataset due to the under-representation of small targets. Therefore, PDAM-STPNNet uses the component stitching data enhancement approach set to k = 2 2 .…”
Section: Exploring the Effects Of A Single Approachmentioning
confidence: 99%
“…Forest fires can cause widespread forest mortality, bringing huge losses to forest ecological resources and the social economy, and serious forest fires can even lead to human casualties [1,2]. In recent years, the frequency of forest fires has increased, and the extent of the damage has been increasing year by year.…”
Section: Introductionmentioning
confidence: 99%