Judul: Identifikasi Luka pada Abalon (Haliotis asinina) Berbasis Citra Menggunakan K-Nearest Neighbor.
Abstrak: Abalon merupakan salah satu jenis siput laut (gastropoda) bernilai gizi tinggi serta memiliki potensi sebagai komiditas ekspor. Salah satu kesulitan dalam pembudidayaan abalon ialah rentannya mengalami kematian terutama jika terdapat luka pada abalon. Penyebab luka pada daging abalon adalah akibat pencungkilan oleh manusia dan gesekan benda tajam. Penelitian ini mendeteksi luka pada abalon berbasis citra menggunakan metode K-Nearest Neighbor dengan 10 parameter k yaitu 1, 2, 3, 4, 5, 6, 7, 8, 9, dan 10. Data citra awal merupakan citra JPEG dengan ukuran 3648x2048 piksel. Citra terdiri atas citra abalon sehat dan citra abalon sakit. Percobaan pertama menggunakan citra berukuran 500x500 piksel dan percobaan kedua menggunakan citra berukuran 250x250 piksel. Hasil percobaan menunjukkan bahwa citra berukuran 500x500 piksel menghasilkan akurasi yang lebih tinggi.
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Judul: Sistem Deteksi Luka Pada Otot Kaki Abalon (Haliotis asinina) Menggunakan Metode Histogram dan Morfologi
Abstrak: Abalone currently has a great demand due to its high nutritional content. One of the problem in abalone cultivation is that when an abalone is wounded, its mortality rate may increase. This study is intended to build a system that can detect the presence of a wound on abalone foot with digital imagery approach using histogram and morphology methods. These methods are used to retrieve an object on abalone foot automatically and cover the pattern of a wound on abalone foot. The results show that this method is capable to detect the presence of a wound on abalone foot with a success rate of 69.90%.
Keyword: abalone, auto crop, digital images, histogram, morphology, wound detection

Judul: Thermal Characteristics and Dynamics of Tropical Cyclone over Western North Pacific Ocean: A Case Study of Typhoon Songda (Chedeng) 2011
Abstrak: The frequent occasion of Tropical Cyclone (TC) over Western North Pacific (WNP) Ocean lies from 10˚N to 26˚N and 121˚E to 170˚E. Sources of TC development come from warm ocean temperature where latent heat is released during condensation processes and subsequently concentrated in the boundary layer. Relative humidity at 850-700 hPa is responsible to produce the most intense storm. Meanwhile, weak vertical wind shear between 850-200 hPa is one of the dynamical factors that lead to the development of TC. Pressure level of 850-200 hPa is chosen to minimize the thermodynamic effect in the lower troposphere. Typhoon Songda (Chedeng in the Philippines) or TSC lasted from May 18th to 30th, 2011 and strengthened into powerful Super Typhoon stage between May 24th and 27th. Long curving track and the exhibition of all sequences of TC life cycle, TSC is then considered as an ideal case of TC. The objective of the study with case of TSC is to investigate the role of thermal characteristics and dynamics on TC intensity. The research is carried out by using Advanced Research of Weather Research and Forecasting model (WRF ARW model) version 3.3. Two domains are employed in the model. The first domain situate from 02˚N to 40˚N and 118˚E to 149˚E and cover spatial resolution () of 33.1 km. The second domain situate from 09˚N to 27˚N and 119˚E to 132˚E with of 11 km. Timestep of the model () is 120 seconds. The model is supported by the following physical parameterization, i.e., Yonsei University Scheme (YSU) in the boundary layer, Kain-Fritsch scheme (KF) in the cumulus, and WRF Single-Moment 3-class scheme in the microphysics. Initial meteorological condition prior to the formation of the cyclone is generated using WRF ARW standard-release model. Sensitivity of the model output is obtained from a selected single-parameter change scenarios, namely, 10 % to 20 % decrease and increase of wind shear initial data at 850-200 hPa, and by 10 % to 20 % decrease of relative humidity initial data at 850-700 hPa. The result showed that the negative correlations between wind shear and intensity are found in wind shear scenarios. Wind shears of 10 ms-1 which lead to strengthening of the wind intensity in the early period of Typhoon development are found in wind shear scenarios. The effect of wind shear changes on wind intensity is statistically significant in the 20 % wind shear scenarios. During mature stage, weak wind intensity occurred when wind shear increase as given in the WRF standard-release and the 20 % decreasing scenario. Different situation is found in the 20 % increasing scenario where wind shear tend to weak and lead to strong wind intensity at this stage. Meanwhile, the reduction of moisture supply at 850-700 hPa resulting from 20 % decreasing relative humidity play a major role in the weakening of wind intensity and reduces mechanical energy of the cycle process as much as 300 J kg-1.
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