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Application of the Analysis Time Series and Multispectral Images for the Estimation of the Conditions of the Vegetation Covers of the Natural Areas of Southern Spain

Author

Listed:
  • Federico Benjamín Galacho-Jiménez

    (Geographic Analysis Group, Department of Geography, University of Malaga, 29071 Málaga, Spain)

  • Pablo Quesada-Molina

    (Geographic Analysis Group, Department of Geography, University of Malaga, 29071 Málaga, Spain)

  • David Carruana-Herrera

    (Geographic Analysis Group, Department of Geography, University of Malaga, 29071 Málaga, Spain)

  • Sergio Reyes-Corredera

    (Geographic Analysis Group, Department of Geography, University of Malaga, 29071 Málaga, Spain)

Abstract

It has been scientifically proven that climate change is a reality. In subarid Mediterranean limates, this fact is observed in the irregular distribution of rainfall, resulting in alternating periods of more or less prolonged drought with episodes of torrential rains concentrated in short periods of time. We have selected 11 natural areas in southern Spain, where we will observe these circumstances and where a series of ecosystems composed of vegetation covers of a high ecological value are found. We start from the question of whether these climatic circumstances are really deteriorating them. For this study, we propose a method that combines three analysis techniques: the design of the time series, the application of vegetation indices, and the use of techniques analysis of changes in land use. From the combination of these techniques in the period from 1997 to 2021, we have observed that there have been a dynamic of changes in land use that has maintained its original characteristics by more than 70%, so it is possible to affirm that the adaptation of ecosystems to climatic conditions has occurred satisfactorily. However, this general statement shows some particularities which are those that we will show in this work.

Suggested Citation

  • Federico Benjamín Galacho-Jiménez & Pablo Quesada-Molina & David Carruana-Herrera & Sergio Reyes-Corredera, 2022. "Application of the Analysis Time Series and Multispectral Images for the Estimation of the Conditions of the Vegetation Covers of the Natural Areas of Southern Spain," Land, MDPI, vol. 12(1), pages 1-33, December.
  • Handle: RePEc:gam:jlands:v:12:y:2022:i:1:p:42-:d:1012869
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    References listed on IDEAS

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    1. Sergio M. Vicente-Serrano & Miquel Tomas-Burguera & Santiago Beguería & Fergus Reig & Borja Latorre & Marina Peña-Gallardo & M. Yolanda Luna & Ana Morata & José C. González-Hidalgo, 2017. "A High Resolution Dataset of Drought Indices for Spain," Data, MDPI, vol. 2(3), pages 1-10, June.
    2. Bohn, Friedrich J. & Frank, Karin & Huth, Andreas, 2014. "Of climate and its resulting tree growth: Simulating the productivity of temperate forests," Ecological Modelling, Elsevier, vol. 278(C), pages 9-17.
    3. María-Carmen Llasat & Luis Quintas, 2004. "Stationarity of Monthly Rainfall Series, Since the Middle of the XIXth Century. Application to the Case of Peninsular Spain," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 31(3), pages 613-622, March.
    4. Veysel Gumus & Oguz Simsek & Yavuz Avsaroglu & Berivan Agun, 2021. "Spatio‐temporal trend analysis of drought in the GAP Region, Turkey," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 109(2), pages 1759-1776, November.
    5. Loehle, Craig, 2018. "Disequilibrium and relaxation times for species responses to climate change," Ecological Modelling, Elsevier, vol. 384(C), pages 23-29.
    6. Swetnam, R.D. & Harrison-Curran, S.K. & Smith, G.R., 2017. "Quantifying visual landscape quality in rural Wales: A GIS-enabled method for extensive monitoring of a valued cultural ecosystem service," Ecosystem Services, Elsevier, vol. 26(PB), pages 451-464.
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