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Geospatial Analysis with Landsat Series and Sentinel-3B OLCI Satellites to Assess Changes in Land Use and Water Quality over Time in Brazil

Author

Listed:
  • Leila Dal Moro

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

  • Laércio Stolfo Maculan

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

  • Dieisson Pivoto

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

  • Grace Tibério Cardoso

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

  • Diana Pinto

    (Department of Civil and Environmental Engineering, Universidad de la Costa, CUC, Calle 58 # 55–66, Barranquilla 080002, Colombia)

  • Bashir Adelodun

    (Department of Agricultural and Biosystems Engineering, University of Ilorin, PMB 1515, Ilorin 240103, Nigeria
    Department of Agricultural Civil Engineering, Kyungpook National University, Daegu 41566, Korea)

  • Brian William Bodah

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil
    Thaines and Bodah Center for Education and Development, 840 South Meadowlark Lane, Othello, WA 99344, USA
    Yakima Valley College, Workforce Education & Applied Baccalaureate Programs, South 16th Avenue & Nob Hill Boulevard, Yakima, WA 98902, USA)

  • M. Santosh

    (School of Earth Sciences and Resources, China University of Geosciences Beijing, Beijing 100083, China
    Department of Earth Science, University of Adelaide, Adelaide, SA 5005, Australia)

  • Marluse Guedes Bortoluzzi

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

  • Elisiane Branco

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

  • Alcindo Neckel

    (Faculdade Meridional, IMED, Passo Fundo 99070-220, Brazil)

Abstract

Geospatial analyses have gained fundamental importance on a global scale following emphasis on sustainability. Here we geospatially analyze images from Landsat 2/5/7/8 satellites captured during 1975 to 2020 in order to determine changes in land use. Sentinel-3B OLCI (Ocean Land Color Instrument) images obtained in 2019 and 2021 were utilized to assess water resources, based on water turbidity levels (TSM_NN), suspended pollution potential (ADG_443_NN) and the presence of chlorophyll-a (CHL_NN) in order to temporally monitor the effectiveness of Brazilian legislation currently in force. This work on sustainability standards was applied to a hydrographic basin dedicated to agricultural production located in southern Brazil. Satellite images from Landsat 2/5/7/8 (1975 to 2020) and Sentinel-3B OLCI (2019 and 2021) revealed that changes in land use, vegetation cover and water in the Capinguí Dam reservoir detected high concentrations of ADG_443_NN (3830 m −1 ), CHL_NN (20,290 mg m −3 ) and TSM_NN (100 gm −3 ). These results can alert the population to the risks to public health and harm to hydrographic preservation, capable of covering large regions.

Suggested Citation

  • Leila Dal Moro & Laércio Stolfo Maculan & Dieisson Pivoto & Grace Tibério Cardoso & Diana Pinto & Bashir Adelodun & Brian William Bodah & M. Santosh & Marluse Guedes Bortoluzzi & Elisiane Branco & Alc, 2022. "Geospatial Analysis with Landsat Series and Sentinel-3B OLCI Satellites to Assess Changes in Land Use and Water Quality over Time in Brazil," Sustainability, MDPI, vol. 14(15), pages 1-17, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9733-:d:882664
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    References listed on IDEAS

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    1. Schürmann, Alina & Kleemann, Janina & Fürst, Christine & Teucher, Mike, 2020. "Assessing the relationship between land tenure issues and land cover changes around the Arabuko Sokoke Forest in Kenya," Land Use Policy, Elsevier, vol. 95(C).
    2. Nicolas Marine & Cecilia Arnaiz-Schmitz & Cristina Herrero-Jáuregui & Manuel Rodrigo de la O Cabrera & David Escudero & María F. Schmitz, 2020. "Protected Landscapes in Spain: Reasons for Protection and Sustainability of Conservation Management," Sustainability, MDPI, vol. 12(17), pages 1-21, August.
    3. Sauer, Sérgio, 2018. "Soy expansion into the agricultural frontiers of the Brazilian Amazon: The agribusiness economy and its social and environmental conflicts," Land Use Policy, Elsevier, vol. 79(C), pages 326-338.
    4. Yuanyuan Chen & Changhe Lu, 2018. "A Comparative Analysis on Food Security in Bangladesh, India and Myanmar," Sustainability, MDPI, vol. 10(2), pages 1-13, February.
    5. Vasiliev, Denis & Greenwood, Sarah, 2022. "Making green pledges support biodiversity: Nature-based solution design can be informed by landscape ecology principles," Land Use Policy, Elsevier, vol. 117(C).
    6. Yiran, Gerald Albert Baeribameng & Ablo, Austin Dziwornu & Asem, Freda Elikplim, 2020. "Urbanisation and domestic energy trends: Analysis of household energy consumption patterns in relation to land-use change in peri-urban Accra, Ghana," Land Use Policy, Elsevier, vol. 99(C).
    7. Preto, Mayra de Freitas & Garcia, Andrea Santos & Nakai, Érica Silva & Casarin, Laura Piacentini & Vilela, Vívian Maria de Faria Nasser & Ballester, Maria Victoria Ramos, 2022. "The role of environmental legislation and land use patterns on riparian deforestation dynamics in an Amazonian agricultural frontier (MT, Brazil)," Land Use Policy, Elsevier, vol. 118(C).
    8. Boima M. Bernard & Yanping Song & Sehresh Hena & Fayyaz Ahmad & Xin Wang, 2022. "Assessing Africa’s Agricultural TFP for Food Security and Effects on Human Development: Evidence from 35 Countries," Sustainability, MDPI, vol. 14(11), pages 1-21, May.
    9. Kusi, Kwadwo Kyenkyehene & Khattabi, Abdellatif & Mhammdi, Nadia & Lahssini, Said, 2020. "Prospective evaluation of the impact of land use change on ecosystem services in the Ourika watershed, Morocco," Land Use Policy, Elsevier, vol. 97(C).
    10. Roitman, Iris & Cardoso Galli Vieira, Ludgero & Baiocchi Jacobson, Tamiel Khan & da Cunha Bustamante, Mercedes Maria & Silva Marcondes, Nívea Jorgia & Cury, Kátia & Silva Estevam, Luciana & da Costa R, 2018. "Rural Environmental Registry: An innovative model for land-use and environmental policies," Land Use Policy, Elsevier, vol. 76(C), pages 95-102.
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    Cited by:

    1. Alcindo Neckel & M. Santosh & Brian William Bodah & Laércio Stolfo Maculan & Diana Pinto & Cleiton Korcelski & Paloma Carollo Toscan & Laura Pasa Cambrussi & Isadora Cezar Caino & Leila Dal Moro & Dir, 2022. "Using the Sentinel-3B Satellite in Geospatial Analysis of Suspended Aerosols in the Kiev, Ukraine Region," Sustainability, MDPI, vol. 14(24), pages 1-14, December.
    2. Luis F. O. Silva & Marcos L. S. Oliveira, 2023. "Remote Sensing Studies Applied to the Use of Satellite Images in Global Scale," Sustainability, MDPI, vol. 15(4), pages 1-3, February.

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