IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i10p1937-d1261993.html
   My bibliography  Save this article

Landscape-Scale Long-Term Drought Prevalence Mapping for Small Municipalities Adaptation, the Czech Republic Case Study

Author

Listed:
  • Ludmila Floková

    (Department of Forest Management and Applied Geoinformatics, Faculty of Forestry and Wood Technology, Mendel University in Brno, 613 00 Brno, Czech Republic
    Institute of Environmental Science and Natural Resources, Faculty of Regional Development and International Studies, Mendel University in Brno, 613 00 Brno, Czech Republic)

  • Tomáš Mikita

    (Department of Forest Management and Applied Geoinformatics, Faculty of Forestry and Wood Technology, Mendel University in Brno, 613 00 Brno, Czech Republic)

Abstract

Drought is a phenomenon that is strengthening with the progress of climate change. Many fields of human activities such as agriculture, forestry, ecology, economy, water supply, or energy production are affected. Municipalities are one of the most important actors, because final adaptation often takes place at this level. However, planning measures is challenging for small municipalities, with adaptation capacity being lower than in big cities. A model working with data from the Global Change research Institute CzechGlobe and the Czech national drought monitor Intersucho allows for information to be obtained at the landscape scale about drought, and their utilization for small municipalities is introduced. In addition to detailed maps for the years 1991–2014, the model enables long-term prediction of drought prevalence for the years 2021–2040 and 2041–2060. GIS-integrated Random Forest regression and twelve climate, topography, and land use/land cover variables were involved in the model construction. The tuned model could explain 70% of reference data variability, and was used for drought prevalence mapping in 20 m spatial detail. Utilisation of overlay and visualisation tools and consultation of actual spatial planning maps helped create maps for spatial decision-making support in precautionary measure and landscape management within the municipalities.

Suggested Citation

  • Ludmila Floková & Tomáš Mikita, 2023. "Landscape-Scale Long-Term Drought Prevalence Mapping for Small Municipalities Adaptation, the Czech Republic Case Study," Land, MDPI, vol. 12(10), pages 1-21, October.
  • Handle: RePEc:gam:jlands:v:12:y:2023:i:10:p:1937-:d:1261993
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/10/1937/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/12/10/1937/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eric Salathé & L. Leung & Yun Qian & Yongxin Zhang, 2010. "Regional climate model projections for the State of Washington," Climatic Change, Springer, vol. 102(1), pages 51-75, September.
    2. Hlavinka, Petr & Trnka, Miroslav & Balek, Jan & Semerádová, Daniela & Hayes, Michael & Svoboda, Mark & Eitzinger, Josef & Mozný, Martin & Fischer, Milan & Hunt, Eric & Zalud, Zdenek, 2011. "Development and evaluation of the SoilClim model for water balance and soil climate estimates," Agricultural Water Management, Elsevier, vol. 98(8), pages 1249-1261, May.
    3. Munkhnasan Lamchin & Woo-Kyun Lee & Seong Woo Jeon & Jong-Yeol Lee & Cholho Song & Dongfan Piao & Chul Hee Lim & Akhmadi Khaulenbek & Itgelt Navaandorj, 2017. "Correlation between Desertification and Environmental Variables Using Remote Sensing Techniques in Hogno Khaan, Mongolia," Sustainability, MDPI, vol. 9(4), pages 1-17, April.
    4. Christine Wamsler & Ebba Brink, 2014. "Planning for Climatic Extremes and Variability: A Review of Swedish Municipalities’ Adaptation Responses," Sustainability, MDPI, vol. 6(3), pages 1-27, March.
    5. Daniel Buschmann & Karin Koziol & Thomas Bausch & Steurer Reinhard, 2022. "Adaptation to climate change in small German municipalities: Sparse knowledge and weak adaptive capacities," Natural Resources Forum, Blackwell Publishing, vol. 46(4), pages 377-392, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bastian, Christopher T. & Gray, Stephen T. & Peck, Dannele E. & Ritten, John P. & Hansen, Kristiana M. & Krall, James M. & Paisley, Steven I., 2011. "The Nature of Climate Science for the Rocky Mountain West: Implications for Economists Trying to Help Agriculture Adapt," Western Economics Forum, Western Agricultural Economics Association, vol. 10(2), pages 1-10.
    2. Žalud, Zdeněk & Hlavinka, Petr & Prokeš, Karel & Semerádová, Daniela & Balek Jan, & Trnka, Miroslav, 2017. "Impacts of water availability and drought on maize yield – A comparison of 16 indicators," Agricultural Water Management, Elsevier, vol. 188(C), pages 126-135.
    3. Trnka, Miroslav & Vizina, Adam & Hanel, Martin & Balek, Jan & Fischer, Milan & Hlavinka, Petr & Semerádová, Daniela & Štěpánek, Petr & Zahradníček, Pavel & Skalák, Petr & Eitzinger, Josef & Dubrovský,, 2022. "Increasing available water capacity as a factor for increasing drought resilience or potential conflict over water resources under present and future climate conditions," Agricultural Water Management, Elsevier, vol. 264(C).
    4. Åsa Knaggård & Erik Persson & Kerstin Eriksson, 2020. "Sustainable Distribution of Responsibility for Climate Change Adaptation," Challenges, MDPI, vol. 11(1), pages 1-13, June.
    5. Belay Manjur Gebru & Woo-Kyun Lee & Asia Khamzina & Sonam Wangyel Wang & Sungeun Cha & Cholho Song & Munkhansan Lamchin, 2021. "Spatiotemporal multi-index analysis of desertification in dry Afromontane forests of northern Ethiopia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 423-450, January.
    6. M. Mortezapour & B. Menounos & P. L. Jackson & A. R. Erler, 2022. "Future Snow Changes over the Columbia Mountains, Canada, using a Distributed Snow Model," Climatic Change, Springer, vol. 172(1), pages 1-24, May.
    7. Suhyung Jang & M. Levent Kavvas & Kei Ishida & Toan Trinh & Noriaki Ohara & Shuichi Kure & Z. Q. Chen & Michael L. Anderson & G. Matanga & Kara J. Carr, 2017. "A Performance Evaluation of Dynamical Downscaling of Precipitation over Northern California," Sustainability, MDPI, vol. 9(8), pages 1-17, August.
    8. Mehdi Hafezi & Oz Sahin & Rodney A. Stewart & Brendan Mackey, 2018. "Creating a Novel Multi-Layered Integrative Climate Change Adaptation Planning Approach Using a Systematic Literature Review," Sustainability, MDPI, vol. 10(11), pages 1-30, November.
    9. Daniel Buschmann & Karin Koziol & Thomas Bausch & Steurer Reinhard, 2022. "Adaptation to climate change in small German municipalities: Sparse knowledge and weak adaptive capacities," Natural Resources Forum, Blackwell Publishing, vol. 46(4), pages 377-392, November.
    10. Oliver Grah & Jezra Beaulieu, 2013. "The effect of climate change on glacier ablation and baseflow support in the Nooksack River basin and implications on Pacific salmonid species protection and recovery," Climatic Change, Springer, vol. 120(3), pages 657-670, October.
    11. Mikael Granberg & Lars Nyberg & Lars-Erik Modh, 2016. "Understanding the local policy context of risk management: Competitiveness and adaptation to climate risks in the city of Karlstad, Sweden," Risk Management, Palgrave Macmillan, vol. 18(1), pages 26-46, February.
    12. Jurečka, František & Fischer, Milan & Hlavinka, Petr & Balek, Jan & Semerádová, Daniela & Bláhová, Monika & Anderson, Martha C. & Hain, Christopher & Žalud, Zdeněk & Trnka, Miroslav, 2021. "Potential of water balance and remote sensing-based evapotranspiration models to predict yields of spring barley and winter wheat in the Czech Republic," Agricultural Water Management, Elsevier, vol. 256(C).
    13. S. Kotlarski & T. Bosshard & D. Lüthi & P. Pall & C. Schär, 2012. "Elevation gradients of European climate change in the regional climate model COSMO-CLM," Climatic Change, Springer, vol. 112(2), pages 189-215, May.
    14. Christoph Schwörer & David M. Fisher & Daniel G. Gavin & Christian Temperli & Patrick J. Bartlein, 2016. "Modeling postglacial vegetation dynamics of temperate forests on the Olympic Peninsula (WA, USA) with special regard to snowpack," Climatic Change, Springer, vol. 137(3), pages 379-394, August.
    15. Potopová, V. & Trifan, T. & Trnka, M. & De Michele, C. & Semerádová, D. & Fischer, M. & Meitner, J. & Musiolková, M. & Muntean, N. & Clothier, B., 2023. "Copulas modelling of maize yield losses – drought compound events using the multiple remote sensing indices over the Danube River Basin," Agricultural Water Management, Elsevier, vol. 280(C).
    16. Yongxin Zhang & Yun Qian & Valérie Dulière & Eric Salathé & L. Leung, 2012. "ENSO anomalies over the Western United States: present and future patterns in regional climate simulations," Climatic Change, Springer, vol. 110(1), pages 315-346, January.
    17. Hong, Eun-Mi & Nam, Won-Ho & Choi, Jin-Yong & Pachepsky, Yakov A., 2016. "Projected irrigation requirements for upland crops using soil moisture model under climate change in South Korea," Agricultural Water Management, Elsevier, vol. 165(C), pages 163-180.
    18. Eda Ustaoglu & Brendan Williams, 2022. "Institutional Settings and Effects on Agricultural Land Conversion: A Global and Spatial Analysis of European Regions," Land, MDPI, vol. 12(1), pages 1-35, December.
    19. Wamsler, Christine & Brink, Ebba, 2018. "Mindsets for Sustainability: Exploring the Link Between Mindfulness and Sustainable Climate Adaptation," Ecological Economics, Elsevier, vol. 151(C), pages 55-61.
    20. František Jurečka & Martin Možný & Jan Balek & Zdeněk Žalud & Miroslav Trnka, 2019. "Comparison of Methods for the Assessment of Fire Danger in the Czech Republic," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 67(5), pages 1285-1295.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:12:y:2023:i:10:p:1937-:d:1261993. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.