Judul: Aplikasi Spreadsheet Sebagai Pengolah Data Spasial
Abstrak: Spatial data is the data type that stores local information. Meteorological phenomena are spatial data, so it is important to have ability to process it. Generally, spatial data are processed by a specific computer that required both specific hardware and software. This is become a constraint in spatial data processing. This research aims to develop an additional feature to the common spreadsheet software, so it can be easily used to analyze spatial data and produce an image as it output. The additional feature is called EXACT (EXcel as spreadsheet Application for spatial data proCessing Tool).Thisis a spreadsheet-based application developed byutilizing the Microsoft Excel macro and add-in features.Macro featuresare usedas compiler of the programming languagetomakethe main functionof the application, which using Visual Basic for Application (VBA) as the programming language. The purpose of using add-in features is to make this application can be easily implemented. This application has been successfullyperformed a simple spatial data processing.The examples of data processing that has been done are to process raster data into image and use image processing functions contained in the application to obtain the required information. The other functions that has succesfully performed by EXACT areoverlaying multiple images, calculate the length of the coastline, and calculate the area of canopy closure.The excelence of this application is more flexible to implemented, as it is built on the basis of spreadsheets that do not require specification of a particular computer, and also it is easy to use. A software that used to convert an image to raster data is also prepared to supply an equivalent spreadsheet data for EXACT. The software is called GetPixels. With the addition of software GetPixels, EXACT are capable to process information in the form of images, such as photos, satellite imagery, and published weather elements information by Meteorology Climatology and Geophysics Agency. Thus allows EXACT to process any form of spatial data, so both spreadsheet and image can be analyzed.
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Judul: Modul Extract, Transform, Dan Load Untuk Spatial Data Warehouse Titik Panas Menggunakan Geokettle
Abstrak: Teknologi spatial data warehouse merupakan salah satu solusi dari permasalahan penumpukan data spasial yang berukuran besar. Dalam pembuatan spatial data warehouse, proses extraction, transformation, dan loading (ETL) memiliki peran penting untuk menentukan kualitas data. Proses ETL secara manual membutuhkan waktu yang lama dan menghasilkan banyak query. Oleh karena itu, penelitian ini menggunakan perangkat ETL spasial untuk integrasi data spasial yaitu Geokettle. Adapun data yang digunakan adalah data titik panas seluruh Indonesia tahun 2006 sampai 2015 dan data administratif kabupaten di Indonesia tahun 2014. Penelitian ini membuat pemodelan ETL dengan tujuan penyederhanaan, penyesuaian, dan perancangan skenario ETL. Penelitian ini menghasilkan pemodelan ETL yang diimplementasikan menggunakan Geokettle. SpagoBI Studio digunakan untuk membuat kubus data multidimensi. Pengujian ETL dilakukan melalui Geokettle dan pengujian spatial data warehouse dilakukan dengan membandingkan total jumlah hotspot antara hasil query SQL dengan hasil analisis spasial hotspot pada Quantum GIS.
Keyword: ETL, spatial data warehouse, titik panas

Judul: Quail Blood Cholesterol Levels (Coturnix coturnix Japonica) On Starters, Growers and Layers phase
Abstrak: Cholesterol is one of fat formation components which is also the main sterol in animal tissues. Therefore its presence are contributing to development and growth of the body. This study aimed to determine blood cholesterol levels and body weight of quail in the starter,grower and layer phases, which were taken at the age of 18 days, 25 days and 330 days. The quail (Coturnix coturnix Japonica) used were ten tails of the starter phase, grower phase and layer phase. Blood cholesterol levels were measured using a NESCO MultiCheck 3 in 1 tool and body weight was calculated using a digital scale. Cholesterol levels decreased from the starter (158,40 mg/dL) phase to the grower phase (123,00 mg/dL) and increased again in the layer phase (219,6 mg/dL). The highest blood cholesterol value was obtained in the layer phase. The body weight over time continued to experience an increase and the increase in body weight from the starter to the layer phase was not followed by an increase in cholesterol levels. Cholesterol levels are used according to their physiological needs, Kolesterol merupakan salah satu komponen pembentuk lemak yang juga merupakan sterol utama dalam jaringan hewan, oleh karena itu kehadirannya memberikan kontribusi untuk perkembangan dan pertumbuhan tubuh. Penelitian ini bertujuan untuk mengetahui kadar kolesterol darah dan bobot badan burung puyuh pada fase starter, grower dan layer, yang diambil pada umur 18 hari, 25 hari dan 330 hari. Burung puyuh (Coturnix coturnix Japonica) yang digunakan sebanyak sepuluh ekor pada masing-masing fase starter, fase grower dan fase layer. Kadar kolesterol darah diukur menggunakan alat NESCO MultiCheck 3 in 1 dan berat badan dihitung menggunakan timbangan digital. Kadar kolesterol menurun dari fase starter (158,40 mg/dL) ke fase grower(123,00 mg/dL) dan meningkat lagi pada fase layer(219,6 mg/dL). Nilai kolesterol darah tertinggi diperoleh pada fase layer. Bobot badan dari waktu ke waktu terus mengalami peningkatan yang dan peningkatan bobot badan dari fase starter ke fase layer tidak diikuti dengan peningkatan kadar kolesterol yang artinya bobot badan tidak berpengaruh pada kadar kolesterol burung puyuh. Kadar kolesterol digunakan sesuai dengan kebutuhan fisiologisnya
Keyword: blood cholesterol, maintenance phase, quail