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Exploring the Use of Sentinel-2 Data to Monitor Heterogeneous Effects of Contextual Drought and Heatwaves on Mediterranean Forests

Author

Listed:
  • Rosa Coluzzi

    (IMAA—CNR (Institute of Methodologies for Environmental Analysis—Italian National Research Council), c.da Santa Loja snc, 85050 Tito Scalo (PZ), Italy)

  • Simonetta Fascetti

    (School of Agricultural, Forest, Food and Environmental Sciences, University of Basilicata, Viale dell’Ateneo Lucano 10, I-85100 Potenza, Italy)

  • Vito Imbrenda

    (IMAA—CNR (Institute of Methodologies for Environmental Analysis—Italian National Research Council), c.da Santa Loja snc, 85050 Tito Scalo (PZ), Italy)

  • Santain Settimio Pino Italiano

    (School of Agricultural, Forest, Food and Environmental Sciences, University of Basilicata, Viale dell’Ateneo Lucano 10, I-85100 Potenza, Italy)

  • Francesco Ripullone

    (School of Agricultural, Forest, Food and Environmental Sciences, University of Basilicata, Viale dell’Ateneo Lucano 10, I-85100 Potenza, Italy)

  • Maria Lanfredi

    (IMAA—CNR (Institute of Methodologies for Environmental Analysis—Italian National Research Council), c.da Santa Loja snc, 85050 Tito Scalo (PZ), Italy)

Abstract

The use of satellite data to detect forest areas impacted by extreme events, such as droughts, heatwaves, or fires is largely documented, however, the use of these data to identify the heterogeneity of the forests’ response to determine fine scale spatially irregular damage is less explored. This paper evaluates the health status of forests in southern Italy affected by adverse climate conditions during the hot and dry summer of 2017, using Sentinel-2 images (10m) and in situ data. Our analysis shows that the post-event—NDVI (Normalized Difference Vegetation Index) decrease, observed in five experimental sites, well accounts for the heterogeneity of the local response to the climate event evaluated in situ through the Mannerucci and the Raunkiaer methods. As a result, Sentinel-2 data can be effectively integrated with biological information from field surveys to introduce continuity in the estimation of climate change impacts even in very heterogeneous areas whose details could not be captured by lower resolution observations. This integration appears to be a successful strategy in the study of the relationships between the climate and forests from a dynamical perspective.

Suggested Citation

  • Rosa Coluzzi & Simonetta Fascetti & Vito Imbrenda & Santain Settimio Pino Italiano & Francesco Ripullone & Maria Lanfredi, 2020. "Exploring the Use of Sentinel-2 Data to Monitor Heterogeneous Effects of Contextual Drought and Heatwaves on Mediterranean Forests," Land, MDPI, vol. 9(9), pages 1-19, September.
  • Handle: RePEc:gam:jlands:v:9:y:2020:i:9:p:325-:d:413566
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    References listed on IDEAS

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    1. Aiguo Dai, 2013. "Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(1), pages 52-58, January.
    2. Aiguo Dai, 2013. "Erratum: Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(2), pages 171-171, February.
    3. Kensuke Goto & Takehiro Goto & Jephtha Nmor & Kazuo Minematsu & Keinosuke Gotoh, 2015. "Evaluating salinity damage to crops through satellite data analysis: application to typhoon affected areas of southern Japan," 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. 75(3), pages 2815-2828, February.
    4. Raúl Sánchez-Salguero & Rafael Navarro-Cerrillo & J. Camarero & Ángel Fernández-Cancio, 2012. "Selective drought-induced decline of pine species in southeastern Spain," Climatic Change, Springer, vol. 113(3), pages 767-785, August.
    5. Dim Coumou & Stefan Rahmstorf, 2012. "A decade of weather extremes," Nature Climate Change, Nature, vol. 2(7), pages 491-496, July.
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    Citations

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    Cited by:

    1. Vito Imbrenda & Rosa Coluzzi & Francesca Mariani & Bogdana Nosova & Eva Cudlinova & Rosanna Salvia & Giovanni Quaranta & Luca Salvati & Maria Lanfredi, 2023. "Working in (Slow) Progress: Socio-Environmental and Economic Dynamics in the Forestry Sector and the Contribution to Sustainable Development in Europe," Sustainability, MDPI, vol. 15(13), pages 1-21, June.
    2. Vito Imbrenda & Rosa Coluzzi & Valerio Di Stefano & Gianluca Egidi & Luca Salvati & Caterina Samela & Tiziana Simoniello & Maria Lanfredi, 2022. "Modeling Spatio-Temporal Divergence in Land Vulnerability to Desertification with Local Regressions," Sustainability, MDPI, vol. 14(17), pages 1-20, August.
    3. Giuseppe Cillis & Dina Statuto & Pietro Picuno, 2021. "Historical GIS as a Tool for Monitoring, Preserving and Planning Forest Landscape: A Case Study in a Mediterranean Region," Land, MDPI, vol. 10(8), pages 1-20, August.
    4. Maria Lanfredi & Rosa Coluzzi & Vito Imbrenda & Bogdana Nosova & Massimiliano Giacalone & Rosario Turco & Marcela Prokopovà & Luca Salvati, 2023. "In-between Environmental Sustainability and Economic Viability: An Analysis of the State, Regulations, and Future of Italian Forestry Sector," Land, MDPI, vol. 12(5), pages 1-21, May.
    5. Margherita Carlucci & Rosanna Salvia & Giovanni Quaranta & Luca Salvati & Vito Imbrenda, 2022. "Official statistics, spatio-temporal dynamics and local-scale monitoring: toward integrated environmental-economic accounting for land degradation," Letters in Spatial and Resource Sciences, Springer, vol. 15(3), pages 469-491, December.
    6. Letizia Pace & Vito Imbrenda & Maria Lanfredi & Pavel Cudlín & Tiziana Simoniello & Luca Salvati & Rosa Coluzzi, 2023. "Delineating the Intrinsic, Long-Term Path of Land Degradation: A Spatially Explicit Transition Matrix for Italy, 1960–2010," IJERPH, MDPI, vol. 20(3), pages 1-18, January.

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