Environmental Engineering
R. Pramana; B.Y. Suprapto; Z. Nawawi
Abstract
BACKGROUND AND OBJECTIVES: Land-based aquaculture operations, at present, are intensively conducted to meet the ever-growing demand for food consumption. Floating net cages are one of the traditional methods commonly used by Indonesian fishermen for river fish farming. Increased human activities ...
Read More
BACKGROUND AND OBJECTIVES: Land-based aquaculture operations, at present, are intensively conducted to meet the ever-growing demand for food consumption. Floating net cages are one of the traditional methods commonly used by Indonesian fishermen for river fish farming. Increased human activities along the Musi River and coastline have resulted in pollution and waste in the river waters and fluctuating water quality. Yet, floating net cage owners still manually assess the water quality. This study aims to develop an early warning system for water quality and create a decision-making program as a reference for fishermen to relocate floating net cages when the river water quality deteriorates.METHODS: The device was tested at 39 locations within a radius of approximately 3400 meters, and the distance between locations varied between 55 and 334 meters. The river was divided into three sections: the river coast, the middle section, and the other river coast. Water quality sensors were placed at a depth of 0–20 centimeters from the surface of the Musi River, with measurement durations at each location ranging from 1 to 40 minutes. Direct measurements of the Musi River's water quality were obtained by monitoring the water quality using an internet-based computer application. A decision-making Python program utilizing fuzzy logic was then executed to evaluate the suitability of the river water quality for fish cultivation. The program's input variables comprise water temperature, potential of hydrogen, and dissolved oxygen sensor data. Meanwhile, the program output recommends floating net cage owners to either "Stay in position" or "Move." Water quality warnings that exceed the upper and lower threshold limits are displayed using light-emitting diode indicators and a buzzer.FINDINGS: Overall, the water quality values of the Musi River at the test locations generally indicated stable and suitable conditions for river fish cultivation. The average water quality values were 29.20 degrees Celsius for temperature, 3.98 milligrams per liter for dissolved oxygen, and a potential of hydrogen of 6.42. From all the data obtained during the decision-making program, 36 locations suggested that the floating net cages should "Stay in position." Meanwhile, the three remaining locations were recommended to "Move" as they exhibited poor water quality, with potential of hydrogen values below 6. Field observations indicated that these locations were situated near residential areas, factories/industries, and tributaries, which are highly susceptible to waste and pollution. The output of the decision-making program correlated with the issued warnings by the water quality warning indicators when the pH value exceeded the lower threshold limit.CONCLUSION: The fuzzy logic method implemented in the Python program for decision-making regarding the relocation of floating net cages in river fish farming revealed the fluctuating water quality conditions of the Musi River within a specific time duration. These conditions correlated with the proximity of the water bodies to pollution sources such as residential areas, factories, and tributaries. The program's output classified the status of the floating net cages into two conditions: "Stay in position" or "Move." The decision-making application to relocate floating net cages for fish farming in rivers provides a solution for fishermen as the resulting program decisions give the same indication as the reading value of the water quality sensor.
Environmental Management
I. Martias; R. Rifardi; A. Agrina; I. Suprayogi
Abstract
BACKGROUND AND OBJECTIVES: Penyengat Island is a small island in the Riau Archipelago Province, Indonesia, with a coastal settlement that embodies traditional Malay values. This island holds significance due to the historical connection to the Malay royal civilization along the Malacca Strait, which ...
Read More
BACKGROUND AND OBJECTIVES: Penyengat Island is a small island in the Riau Archipelago Province, Indonesia, with a coastal settlement that embodies traditional Malay values. This island holds significance due to the historical connection to the Malay royal civilization along the Malacca Strait, which includes Indonesia, Malaysia, and Singapore. Therefore, this research analyzes the status and determinants of the sustainability of healthy settlement arrangements in the coastal area of Penyengat Island as a cultural heritage site.METHODS: The study utilizes the multi-dimensional scaling-rapid appraisal for sustainability approach, employing the modified rapid appraisal for fisheries ordinance software technique for settlement analysis. Data collection was performed using a survey and literature review. The survey was conducted through field observations and interviews with respondents, while a literature review was carried out through secondary data collection related to settlements and cultural heritage. The data analysis was performed using multi-dimensional scaling, modified from the rapid assessment appraisal method for fisheries.FINDINGS: The study reveals that the sustainability index status for the ecological and institutional legal dimensions in Penyengat island is sustainable. In contrast, the economic and socio-cultural dimensions recorded low sustainability, while the green infrastructure dimension was deemed unsustainable. Several attributes significantly influenced the sustainability of healthy settlement arrangements in the coastal area of Penyengat Island, including household waste management, lighting in houses, noise levels, residential density, clean water supply, corporate social responsibility (CSR) funding, occupation, income growth, technological innovation, tourist numbers, public perception of the distance between cultural heritage and settlements, social conflicts, implementation of mutual cooperation, community group management, handling cross-program problems, education and training, settlement regulations, community organization regarding settlements, socialization of regulations, cultural heritage organizations, hedgerows, additional vegetation, tree canopy expansion, and rain gardens. The multi-dimensional scaling analysis indicated that the ecological dimension of sustainability ranged from 51.71 to 60.67, corresponding to the moderate status in Rukun Warga 1 to 5. The economic dimension ranges from 40.46 to 48.23, indicating a less advanced status in Rukun Warga 1 to 5. The socio-cultural dimension ranges from 48.97 to 51.78, representing sufficient status in Rukun Warga 1 and less sustainable in Rukun Warga 2 to 5. The institutional, legal dimension ranges from 50.18 to 71.24, with a sufficiently continuous status in Rukun Warga 1 to 5. Lastly, the green infrastructure dimension ranges from -0.12 to 6.72, a non-continuous status in Rukun Warga 1 to 5.CONCLUSION: The sustainability status of healthy settlement arrangements on Penyengat Island is relatively good. While Penyengat Island has made significant strides in achieving sustainable settlement arrangements, the green infrastructure dimension requires attention. Enhancing sustainability in this dimension involves addressing socio-cultural aspects and improving the institutional and legal framework. In summary, Penyengat Island can progress toward a more sustainable and resilient future by fostering community involvement, strengthening governance structures, and implementing sustainable practices.
