Development of Web-based Geographic Information System for Water Quality Monitoring of Watershed in Malang

  • Novita Rosyida Universitas Brawijaya https://orcid.org/0000-0003-3072-3018
  • Layta Dinira Universitas Brawijaya
  • Alfi Nur Rusydi Universitas Brawijaya
  • Agung Dwi Saputra Universitas Brawijaya
  • Ginanjar Setiabudi Universitas Brawijaya
Abstract views: 581 , PDF downloads: 674
Keywords: water quality, Web-GIS, mapping

Abstract

Human activity and climate change significantly impact water quality, especially in Malang's watershed. This research aims to develop a web-based Geographic Information System (Web- GIS) for water quality monitoring in that watershed. The water quality data had been collected from Enviromental Office of Malang District and Malang City. Water quality in this application was determined using the STORET method, comparing water quality data to water quality standards according to Government regulation so that the water quality status at each monitoring point will be known. The total 57 monitoring points are visualized spatially in this application based on the sampling location plotted by Global Positioning System (GPS). The longitude and latitude coordinates of the monitoring location had been converted in GeoJSON using Quantum GIS (QGIS) software. Google Map API key was used to display a sampling location map on the website. Web-GIS application was tested functionally using a black box, compatibility, and usability testing. Based on the testing results, it worked correctly on Chrome, Edge, Mozilla, and Opera browsers for PC/Laptops and also for browsers on Android smartphones version 4 and above. The application could be appropriately used and efficiently based on usability testing results.

Downloads

Download data is not yet available.

References

S. Anwar, M. J. Wibowo, Sugiyarto, B. Hariono, and R. Wijaya, "Determination of Water Quality Status of Stored Method in Tlogo Ampel Watershed," IOP Conf. Ser. Earth Environ. Sci., vol. 207, no. 1, 2018, doi: 10.1088/1755-1315/207/1/012009.

S. Prilly, I. Arum, and D. Harisuseno, "Domestic Wastewater Contribution to Water Quality of Brantas River at Dinoyo Urban Village , Malang City," J-Pai, vol. 10, no. 2, pp. 84–91, 2019, doi: 10.21776/ub.jpal.2019.010.02.02.

E. Hendriarianti, H. Setyobudiarso, and R. E. Triono, “Skenario Pengelolaan Kualitas Air Sungai Metro Daya Tampung Beban Pencemaran Management Scenario of Metro River ’ S Water Quality From Waste Assimilative Capacity,” J. Purifikasi, vol. 14, no. 2, pp. 125–135, 2014.

World Health Organization (WHO), Guidelines for Drinking- Water Quality, 4th editio. Geneva: WHO Press, 2011.

W. M. Sanya, M. A. Alawi, and I. Eugenio, "Design and development of Smart Water Quality Monitoring System Using IoT," Int. J. Adv. Sci. Res. Eng., vol. 08, no. 03, pp. 01–13, 2022, doi: 10.31695/ijasre.2022.8.3.1.

N. H. O. E.-K. Summers, “Water Quality Parameters,” Rijeka: IntechOpen, 2019, p. Ch. 1.

N. Lusiana, B. R. Widiatmono, and H. Luthfiyana, “Beban Pencemaran BOD dan Karakteristik Oksigen Terlarut di Sungai Brantas Kota Malang,” J. Ilmu Lingkung., vol. 18, no. 2, pp. 354–366, 2020, doi: 10.14710/jil.18.2.354-366.

E. Yetti, D. Soedharma, and S. Hariyadi, “EVALUASI KUALITAS AIR SUNGAI-SUNGAI DI KAWASAN DAS BRANTAS HULU MALANG DALAM KAITANNYA DENGAN TATA GUNA LAHAN DAN AKTIVITAS MASYARAKAT DI SEKITARNYA,” J. Pengelolaan Sumberd. Alam dan Lingkung. (Journal Nat. Resour. Environ. Manag., vol. 1, no. 1 SE-Articles, p. 10, Jul. 2011, doi: 10.29244/jpsl.1.1.10.

A. Setiyawan, “Strategi Perlakuan Terhadap Kualitas Air Sungai Metro Di Ruas Pakisaji – Kepanjen Di Kecamatan Pakisaji – Kepanjen Kabupaten Malang,” Karta Rahardja, vol. 1, no. 2r, pp. 15–30, 2019, [Online]. Available: http://ejurnal.malangkab.go.id/index.php/kr/article/view/24/17.

P. Jankowski, M.-H. Tsou, and R. D. Wright, "Applying Internet Geographic Information System for Water Quality Monitoring," Geogr. Compass, vol. 1, no. 6, pp. 1315–1337, 2007, doi: 10.1111/j.1749-8198.2007.00065.x.

N. Usali and M. H. Ismail, "Use of Remote Sensing and GIS in Monitoring Water Quality," J. Sustain. Dev., vol. 3, no. 3, 2010, doi: 10.5539/jsd.v3n3p228.

M. K. Yetik, M. Yüceer, R. Berber, and E. Karadurmuş, "River water quality model verification through a GIS based software," IFAC Proc. Vol., vol. 7, no. PART 1, pp. 798–803, 2009, doi: 10.3182/20090712-4-tr-2008.00130.

N. J. Habeeb and S. T. Weli, "Combination of GIS with Different Technologies for Water Quality: An Overview," HighTech Innov. J., vol. 2, no. 3, pp. 262–272, 2021, doi: 10.28991/hij-2021-02-03-10.

S. N. T. M. Yasin, M. F. M. Yunus, and N. B. A. Wahab, "The development of water quality monitoring system using internet of things," J. Educ. Learn. Stud., vol. 3, no. 1, p. 14, 2020, doi: 10.32698/0852.

J. Jumadi and Y. Priyana, "Development and Evaluation of Web GIS Application for Groundwater Management of Karanganyar Regency," Forum Geogr., vol. 29, no. 2, p. 165, 2016, doi: 10.23917/forgeo.v29i2.1482.

S. Castaño, D. Sanz, and J. J. Gómez-Alday, "Methodology for Quantifying Groundwater Abstractions for Agriculture via Remote Sensing and GIS," Water Resour. Manag., vol. 24, no. 4, pp. 795–814, 2010, doi: 10.1007/s11269-009-9473-7.

A. Doloksaribu, H. I. Susanto, and D. S. Susanti, "Webgis Model of Agricultural Land Management Using a Remote Sensing Technique in Merauke Regency of Papua," Ijiset.Com, vol. 4, no. 10, pp. 39–45, 2017, [Online]. Available: http://ijiset.com/vol4/v4s10/IJISET_V4_I10_06.pdf.

V. Sugumaran and R. Sugumaran, "Web-based Spatial Decision Support Systems (WebSDSS): Evolution, Architecture, Examples and Challenges," Commun. Assoc. Inf. Syst., vol. 19, no. June, 2007, doi: 10.17705/1cais.01940.

S. Boubakri and H. Rhinane, "THE CONTRIBUTION of GIS to DISPLAY and ANALYZE the WATER QUALITY DATA COLLECTED by A WIRELESS SENSOR NETWORK: CASE of BOUREGREG CATCHMENT, MOROCCO," ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci., vol. 4, no. 4W4, pp. 331–334, 2017, doi: 10.5194/isprs-annals-IV-4-W4-331-2017.

M. Goverment, “Peta Malang Raya.” http://kmda.malangkab.go.id/?buka=ulas_geo3 (accessed Jan. 02, 2022).

H. B. AA. Alesheikh, H. Helali, "Web GIS: Technologies and Its Applications," Symp. Geospatial Theory, Process. Appl., pp. 1–6, 2002.

R. A. Purba and S. Sondang, "Design and Build Monitoring System for Pregnant Mothers and Newborns using the Waterfall Model," INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 6, no. 1, pp. 29–42, 2022, doi: 10.29407/intensif.v6i1.16085.

I. Sudirman, I. Sunaryo, A. Aisha, J. Monang, and I. R. Prasetyo, “A Website-based Information System Design of SME Development Facilitation Registration,” INTENSIF J. Ilm. Penelit. dan Penerapan Teknol. Sist. Inf., vol. 5, no. 2, pp. 218–233, 2021, doi: 10.29407/intensif.v5i2.15399.

A. Adkison, J. Morgan, D. Snider, and M. Schwartz, "Design and Development of a Web Mapping Prototype for Participatory Water Quality Mapping," Open Water J., vol. 7, no. 1, p. 2, 2021.

F. A. Bachtiar, R. I. Rokhmawati, F. Pradana, and I. Y. Habibie, “Evaluasi Usability Aplikasi Elektronik-Kesehatan Ibu dan Anak (e-KIA),” J. Teknol. Inf. dan Ilmu Komput., vol. 8, no. 6, p. 1277, 2021, doi: 10.25126/jtiik.2021824426.

P. RI, “Peraturan Pemerintah Republik Indonesia Nomor 82 Tahun 2001 tentang Pengelolaan Kualitas Air dan Pengendalian Pencemaran Air.” Jakarta: Kementrian Sekretariat Negara Republik Indonesia, 2001.

PlumX Metrics

Published
2022-08-14
How to Cite
[1]
N. Rosyida, L. Dinira, A. N. Rusydi, A. D. Saputra, and G. Setiabudi, “Development of Web-based Geographic Information System for Water Quality Monitoring of Watershed in Malang”, intensif, vol. 6, no. 2, pp. 184-197, Aug. 2022.