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Mapping of the Spatio-Spectral Dynamics of Mangrove Chlorophyll Concentrations via Sentinel-2 Satellite Imagery
Ahammed, K. K Basheer
; Karang, I Wayan Gede Astawa
; Nuarsa, I Wayan
; Indrawan, I Gede Surya
; Hendrawan, I Gede
; Dewi, Ni Made Nia Bunga Surya
; Pandey, Arvind Chandra
Forum Geografi
Vol 38
, No 2
(2024)
Mangrove ecosystems play a critical role in maintaining coastal health; however, they are increasingly threatened by anthropogenic activities and climate change. Health assessment is essential for effective conservation efforts. However, traditional remote sensing techniques such as the normalised difference vegetation index (NDVI) may not fully capture the complex physiological processes influencing vegetation health. Therefore, this study investigated chlorophyll (Chl) dynamics in mangroves us...
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Analysis and Geovisualization of Tsunami Hazard and Evacuation Routes in the Opak-Progo Coastal Area
Sudaryatno, Sudaryatno
; Josaphat Tetuko Sri Sumantyo
; Taufik Hery Purwanto
; Muhammad Falakh Al Akbar
; Amelia Rizki Gita
; Osmar Shalih
Forum Geografi
Vol 38
, No 2
(2024)
The southern coastal area of Java has a high risk of tsunamis. Additionally, the presence of rivers flowing in the south of Java Island poses a greater tsunami threat because these rivers can act as "toll roads" for tsunami waves to enter the land. Therefore, this study was conducted in the coastal area of the Opak-Progo watershed to determine the level of tsunami hazards and plan effective evacuation routes. The hazard map was created using the Berryman method, which employs parameters such as...
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Analisis Efisiensi Penggunaan Bucket terhadap Kegiatan Pemuatan Curah Kering Klinker di PT Berlian Manyar Sejahtera
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 4
(2024)
Loading and unloading activities are activities carried out on land, sea and air (Permenhub). In the field of loading and unloading, one of the loading and unloading companies will be observed, namely the company PT. Berlian Manyar Sejahtera plays a big role in supporting the needs of loading and unloading activities for handling clinker dry bulk cargo. One of the tools that supports clinker dry bulk loading activities is by using a bucket. A bucket is a tool that can support clinker dry bulk lo...
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Analisis Penanganan Cargo High Temperature pada Pemuatan Batubara MV. WEI LUN JU LONG di Kaliorang Anchorage
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 4
(2024)
Coal loading activities to ships must prioritize Safety factors according to applicable regulations. However, Coal Cargo was found that did not comply with the loading rules, namely there was a point where the Coal Cargo was located on the barge with a Temperature of more than 55°C, so that the Cargo could not be loaded onto the ship. The purpose of this study was to deterMine the requirements for safe Coal Cargo and according to procedures for loading, and how to handle High Temperature C...
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Comparison of Linear Regression, ARIMA, Simple Exponential Smoothing, Hybrid ARIMA-LSTM, and EWMA in Forecasting Commodity Prices
Mujiyanto, Mujiyanto
; Universitas AMIKOM Yogyakarta
; Nurindahsari, Susi
; Politeknik Harapan Bersama
; Nurul Izza, Rahmafatin
; Politeknik Elektronika Negeri Surabaya
; Universitas AMIKOM Yogyakarta
Telematika
Vol 17
, No 2
(2024)
In this study, we compare the performance of both hybrid and non-hybrid forecasting models, explicitly focusing on Linear Regression, ARIMA, Simple Exponential Smoothing, Hybrid ARIMA-LSTM, and EWMA in predicting commodity prices within the volatile market of Central Java, Indonesia. The primary objective is to evaluate which hybrid and non-hybrid models provide the most accurate and reliable forecasts under various conditions. Analyzing daily price data from the SiHaTi platform, an official ser...
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Garbage Image Classifier using Modified ResNet-50
Telematika
Vol 17
, No 2
(2024)
This research proposes a deep learning model pretrained with ResNet-50 to classify 12 types of garbage. The model uses a modified ResNet-50 architecture with the Adamax and Adadelta optimizers and varying learning rates (0.1, 0.01, and 0.001). Six experiments were conducted to determine the most optimal training parameter configuration for the proposed model. Results show that the model performed best with the Adadelta optimizer and a learning rate of 0.1, achieving a validation accuracy of 93.8...
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Assessment of Low-Cost Tide Gauges to Meet GLOSS 1-cm Precision and Accuracy Standards: A Case Study on Pramuka Island, Indonesia
Forum Geografi
Vol 38
, No 2
(2024)
The expansion of the tide gauge network along the coasts is essential for better monitoring of sea-level dynamics. Owing to climate change, the urgency has been exacerbated, especially during the last two decades. However, densification a challenging task because of the lack of affordability of the sensor, especially in the Global South. Further, the precision and accuracy requirements of 1-cm imposed by the Global Sea Level Observing System (GLOSS) is too restrictive, particularly for low-cost...
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CNN Pruning for Edge Computing-Based Corn Disease Detection with a Novel NG-Mean Accuracy Loss Optimization
Putrada, Aji Gautama
; Telkom University
; Oktaviani, Ikke Dian
; Telkom University
; Fauzan, Mohamad Nurkamal
; Telkom University
; Alamsyah, Nur
; Telkom University
Telematika
Vol 17
, No 2
(2024)
Plant disease detection studies disease attacks in plants detected on the leaves using computer vision. However, some plant disease detection solutions still utilize cloud computing, where the problems include slow processing times and misuse of data privacy. This study aims to evaluate the performance of convolutional neural network (CNN) pruning in edge computing-based plant disease detection. We use Kaggle's plant disease image dataset, which contains three corn diseases. We also created an e...
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Effectiveness of Pickup and Delivery Services in Logistics Companies with Route Optimization using the A* Algorithm
Prianto, Cahyo
; Universitas Logistik dan Bisnis Internasional
; Adiningrum, Nur Tri Ramadhanti
; Universitas Logistik dan Bisnis Internasional
Telematika
Vol 17
, No 2
(2024)
Logistics is situated at the epicenter of both production and consumption, its role in the economy is becoming more and more significant. A logistics company is a business that specializes in offering logistics services; an example of such a business in Bandung is a logistics company that offers pickup and delivery services. Of the many locations that will be visited by couriers every day, of course, effective vehicle route management is needed to minimize costs, time, and vehicle efficiency. Th...
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A Mobile App Development for E-Waste Management in Bahrain (Athar)
Journal of Computing Theories and Applications
Vol 2
, No 2
(2024)
Bahrain still suffers from electronic solid waste annually due to ineffective waste disposal management. Compared to other Gulf Cooperation Council (GCC) countries, Bahrain generates the largest waste quantity per person, approximately 1.2 to 1.8 million tons of hazardous waste annually. Therefore, the present research article aims to manage the e-waste discarding mitigation by arranging the waste collection, presenting it for sale/purchase/donation (C2C, C2B, B2G), and organizing the waste...
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