An Experimental Study on The Correlation of Natural Rainfall Intensities and Raindrop Size Distribution Characteristics
This paper aims to study the natural raindrop size distribution characteristics based on the experimental works for three (3) different rainfall intensities, which are 32.41 mm/h, 56.84 mm/h and 85.73 mm/h. A tipping bucket rain gauge was used to record rainfall data during the field study and a pro...
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description | This paper aims to study the natural raindrop size distribution characteristics based on the experimental works for three (3) different rainfall intensities, which are 32.41 mm/h, 56.84 mm/h and 85.73 mm/h. A tipping bucket rain gauge was used to record rainfall data during the field study and a professional DSLR camera (Sony α6000) was used to the capture raindrop distribution during rainfall events. A sufficient number of photographs were taken with necessary adjustments on camera setting to produce the required sharpness of the images and to significantly reduce noise disturbances. Sharp images were selected for image segmentation using a customized coding script to further process the images on MATLAB. The segmented or processed images presented in the form of numerical data would provide the details on the number of drop counts in addition to the diameters of the individual drops captured. The raindrop sizes or diameters ranging from 0.5 mm to 4.5 mm were divided into group of 0.5 mm intervals. It is found that lower rainfall intensity at 32.41 mm/h has the highest volumetric drop distribution of 1.0–1.5 mm interval drop group 78.64%. The relatively higher rainfall intensity at 85.73 mm/h tends to produce higher counts in larger droplet sizes with increments of 6.90% for 2.5–3.0 mm and increment of for 3.45% 4.0–4.5 mm. The study also recorded a significant increment of median droplet sizes (D50) ranging from 1.18 mm to 1.33 mm as the rainfall intensity increased from 32.41 mm/h to 85.73 mm/h, respectively. |
doi_str_mv | 10.1088/1757-899X/1101/1/012009 |
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A tipping bucket rain gauge was used to record rainfall data during the field study and a professional DSLR camera (Sony α6000) was used to the capture raindrop distribution during rainfall events. A sufficient number of photographs were taken with necessary adjustments on camera setting to produce the required sharpness of the images and to significantly reduce noise disturbances. Sharp images were selected for image segmentation using a customized coding script to further process the images on MATLAB. The segmented or processed images presented in the form of numerical data would provide the details on the number of drop counts in addition to the diameters of the individual drops captured. The raindrop sizes or diameters ranging from 0.5 mm to 4.5 mm were divided into group of 0.5 mm intervals. It is found that lower rainfall intensity at 32.41 mm/h has the highest volumetric drop distribution of 1.0–1.5 mm interval drop group 78.64%. The relatively higher rainfall intensity at 85.73 mm/h tends to produce higher counts in larger droplet sizes with increments of 6.90% for 2.5–3.0 mm and increment of for 3.45% 4.0–4.5 mm. The study also recorded a significant increment of median droplet sizes (D50) ranging from 1.18 mm to 1.33 mm as the rainfall intensity increased from 32.41 mm/h to 85.73 mm/h, respectively.</description><identifier>ISSN: 1757-8981</identifier><identifier>EISSN: 1757-899X</identifier><identifier>DOI: 10.1088/1757-899X/1101/1/012009</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Cameras ; Droplets ; Image segmentation ; Noise reduction ; Rain gauges ; Raindrops ; Rainfall ; Sharpness ; Size distribution</subject><ispartof>IOP conference series. Materials Science and Engineering, 2021-03, Vol.1101 (1), p.12009</ispartof><rights>2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c1799-ba6d4cbe1bf13327e80a03309176c0bf3aa05284c5032e1d288a9ad406212ec73</citedby><cites>FETCH-LOGICAL-c1799-ba6d4cbe1bf13327e80a03309176c0bf3aa05284c5032e1d288a9ad406212ec73</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Law, S L G</creatorcontrib><creatorcontrib>Kuok, K K</creatorcontrib><creatorcontrib>Trinidad, S G</creatorcontrib><title>An Experimental Study on The Correlation of Natural Rainfall Intensities and Raindrop Size Distribution Characteristics</title><title>IOP conference series. Materials Science and Engineering</title><description>This paper aims to study the natural raindrop size distribution characteristics based on the experimental works for three (3) different rainfall intensities, which are 32.41 mm/h, 56.84 mm/h and 85.73 mm/h. A tipping bucket rain gauge was used to record rainfall data during the field study and a professional DSLR camera (Sony α6000) was used to the capture raindrop distribution during rainfall events. A sufficient number of photographs were taken with necessary adjustments on camera setting to produce the required sharpness of the images and to significantly reduce noise disturbances. Sharp images were selected for image segmentation using a customized coding script to further process the images on MATLAB. The segmented or processed images presented in the form of numerical data would provide the details on the number of drop counts in addition to the diameters of the individual drops captured. The raindrop sizes or diameters ranging from 0.5 mm to 4.5 mm were divided into group of 0.5 mm intervals. It is found that lower rainfall intensity at 32.41 mm/h has the highest volumetric drop distribution of 1.0–1.5 mm interval drop group 78.64%. The relatively higher rainfall intensity at 85.73 mm/h tends to produce higher counts in larger droplet sizes with increments of 6.90% for 2.5–3.0 mm and increment of for 3.45% 4.0–4.5 mm. The study also recorded a significant increment of median droplet sizes (D50) ranging from 1.18 mm to 1.33 mm as the rainfall intensity increased from 32.41 mm/h to 85.73 mm/h, respectively.</description><subject>Cameras</subject><subject>Droplets</subject><subject>Image segmentation</subject><subject>Noise reduction</subject><subject>Rain gauges</subject><subject>Raindrops</subject><subject>Rainfall</subject><subject>Sharpness</subject><subject>Size distribution</subject><issn>1757-8981</issn><issn>1757-899X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNo9kF9LwzAUxYMoOKefwYDPtfcm_ZfHUacOhoKb4FtI25Rl1LYmKTo_vd0me7r3cs49B36E3CLcI2RZiGmcBpkQHyEiYIghIAMQZ2RyUs5Pe4aX5Mq5LUCSRhFMyPespfOfXlvzqVuvGrryQ7WjXUvXG03zzlrdKG_Gu6vpi_KDHT1vyrS1ahq6aL1unfFGO6ra6iBUtuvpyvxq-mCct6YYDu_5RllV-rHIeVO6a3IxJjh98z-n5P1xvs6fg-Xr0yKfLYMSUyGCQiVVVBYaixo5Z6nOQAHnIDBNSihqrhTELIvKGDjTWLEsU0JVESQMmS5TPiV3x9zedl-Ddl5uu8G2Y6VkMTIRi4gnoys9ukrbOWd1LfsRiLI7iSD3lOWen9yzlHvKEuWRMv8DNUlxiA</recordid><startdate>20210301</startdate><enddate>20210301</enddate><creator>Law, S L G</creator><creator>Kuok, K K</creator><creator>Trinidad, S G</creator><general>IOP Publishing</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>KB.</scope><scope>L6V</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20210301</creationdate><title>An Experimental Study on The Correlation of Natural Rainfall Intensities and Raindrop Size Distribution Characteristics</title><author>Law, S L G ; Kuok, K K ; Trinidad, S G</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1799-ba6d4cbe1bf13327e80a03309176c0bf3aa05284c5032e1d288a9ad406212ec73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Cameras</topic><topic>Droplets</topic><topic>Image segmentation</topic><topic>Noise reduction</topic><topic>Rain gauges</topic><topic>Raindrops</topic><topic>Rainfall</topic><topic>Sharpness</topic><topic>Size distribution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Law, S L G</creatorcontrib><creatorcontrib>Kuok, K K</creatorcontrib><creatorcontrib>Trinidad, S G</creatorcontrib><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>Materials Science Database</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><jtitle>IOP conference series. Materials Science and Engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Law, S L G</au><au>Kuok, K K</au><au>Trinidad, S G</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An Experimental Study on The Correlation of Natural Rainfall Intensities and Raindrop Size Distribution Characteristics</atitle><jtitle>IOP conference series. Materials Science and Engineering</jtitle><date>2021-03-01</date><risdate>2021</risdate><volume>1101</volume><issue>1</issue><spage>12009</spage><pages>12009-</pages><issn>1757-8981</issn><eissn>1757-899X</eissn><abstract>This paper aims to study the natural raindrop size distribution characteristics based on the experimental works for three (3) different rainfall intensities, which are 32.41 mm/h, 56.84 mm/h and 85.73 mm/h. A tipping bucket rain gauge was used to record rainfall data during the field study and a professional DSLR camera (Sony α6000) was used to the capture raindrop distribution during rainfall events. A sufficient number of photographs were taken with necessary adjustments on camera setting to produce the required sharpness of the images and to significantly reduce noise disturbances. Sharp images were selected for image segmentation using a customized coding script to further process the images on MATLAB. The segmented or processed images presented in the form of numerical data would provide the details on the number of drop counts in addition to the diameters of the individual drops captured. The raindrop sizes or diameters ranging from 0.5 mm to 4.5 mm were divided into group of 0.5 mm intervals. It is found that lower rainfall intensity at 32.41 mm/h has the highest volumetric drop distribution of 1.0–1.5 mm interval drop group 78.64%. The relatively higher rainfall intensity at 85.73 mm/h tends to produce higher counts in larger droplet sizes with increments of 6.90% for 2.5–3.0 mm and increment of for 3.45% 4.0–4.5 mm. The study also recorded a significant increment of median droplet sizes (D50) ranging from 1.18 mm to 1.33 mm as the rainfall intensity increased from 32.41 mm/h to 85.73 mm/h, respectively.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1757-899X/1101/1/012009</doi><oa>free_for_read</oa></addata></record> |
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subjects | Cameras Droplets Image segmentation Noise reduction Rain gauges Raindrops Rainfall Sharpness Size distribution |
title | An Experimental Study on The Correlation of Natural Rainfall Intensities and Raindrop Size Distribution Characteristics |
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