Design and development of a web GIS-based visualization and analytical platform for Farm-to-Market Road projects of the Philippines’ Department of Agriculture

Moyon, Elbert S.; Morales, Edsel Matt O.; Jayoma, Jaymer M.

doi:10.1109/hnicem54116.2021.9731910

Cited by 3 publications

(2 citation statements)

References 2 publications

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“…GeoServer (2.8.4) is open-source GIS software that publishes GIS data on a web browser and enables users to access it directly [31]. PostgreSQL is an open-source database management system that supports geographical information as well as a general text format and is widely used to build various web-based GIS analysis systems [32]. Finally, the pollution load assessment results were visualized through the Highchart open-source library.…”

Section: Development Of the Web Gis-based Pollutant Load Evaluation S...mentioning

confidence: 99%

Development of Daily Flow Expansion Regression and Web GIS-Based Pollutant Load Evaluation System

Kum,

Ryu,

Shin

et al. 2024

Water

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This study accounted for the importance of daily expansion flow data in compensating for insufficient flow data in a watershed. In particular, the 8-day interval flow measurement data (intermittent monitoring data) could cause uncertainty in the high- or low-flow conditions that have been used to estimate the flow duration curve (FDC) and the load duration curve (LDC) used in Total Maximum Daily Load (TMDL) evaluation in Korea. Thus, this study developed a method to expand the 8-day interval flow data (missing data) to daily flow data in order to evaluate the Total Maximum Daily Load (TMDL) appropriately in a watershed. We employed the machine learning technique (the gradient descent method provided by the Google TensorFlow package) to develop a regression for expanding the 8-day interval flow data. The method was applied in the Nakdong River basin located in Korea to collect the 8-day interval and daily flow data from a number of gauging stations. The results of the expanded daily flow were evaluated through the RMSE, MAE, IOA, and NSE, and the valid expanded daily flow data were obtained for the 29 TMDL gauging stations (IOA 0.84~0.99, NSE −0.18~0.99). A good performance in the creation of daily flow data (continuous data) from the 8-day interval flow data (intermittent data) was shown using the proposed method. In addition, the Web GIS-based pollutant load assessment system was developed to evaluate the TMDL; it included the daily data expansion method and provided the pollution load characteristics objectively and intuitively. This system will help decision makers, such as environmental regulators, researchers, and the general public, and support their decision making for pollution source management with accessible and efficient tools for understanding and addressing water quality issues.

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Section: Development Of the Web Gis-based Pollutant Load Evaluation S...mentioning

confidence: 99%

Development of Daily Flow Expansion Regression and Web GIS-Based Pollutant Load Evaluation System

Kum,

Ryu,

Shin

et al. 2024

Water

View full text Add to dashboard Cite

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“…Moyon, Elbert S., Edsel Matt O. Morales, and Jaymer M. Jayoma [8] In this study, web GIS is used in agriculture which focuses on the problem of duplication of FMR projects. To overcome these problems, a GIS web was created by utilizing a leaflet library to facilitate the visualization of analytical funds to implement them into FMR to facilitate data management and report generation [9].…”

Section: Introductionmentioning

confidence: 99%

Geographic Information System of Fish Farmers Location in Tulungagung District Using Leaflet

Tahir¹,

Annas²,

Mufid³

et al. 2022

Proceedings of the International Conference on Applied Science and Technology on Social Science 2022 (iCAST-SS 2022)

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Tulungagung District is famous for its fish cultivation, especially the cultivation of ornamental chef fish and gourami consumption. However, this abundant fish cultivation product is not accompanied by information facilities on the locations of fish cultivators in Tulungagung District so that buyers have difficulty finding locations for fish cultivators in Tulungagung District. In this study will make a Geographic Information System featuring fish cultivators in Tulungagung District. This system provide a solution to the above problem by creating a GIS-based website using leaflets. To display data on a website using longitude and latitude coordinates. As for the test, a comparison will be made between leaflets and api maps. For the test results, the GTmetrix leaflet got grade A, while the google api maps got grade B.

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Enhancing Road Network Extraction from Remote Sensing Images

Imam,

Meddeber,

Belaid

et al. 2024

2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)

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Design and development of a web GIS-based visualization and analytical platform for Farm-to-Market Road projects of the Philippines’ Department of Agriculture

Cited by 3 publications

References 2 publications

Development of Daily Flow Expansion Regression and Web GIS-Based Pollutant Load Evaluation System

Development of Daily Flow Expansion Regression and Web GIS-Based Pollutant Load Evaluation System

Geographic Information System of Fish Farmers Location in Tulungagung District Using Leaflet

Enhancing Road Network Extraction from Remote Sensing Images

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