References
- Bárta, V., Lukeš, P., Homolová, L., 2021: Early detection of bark beetle infestation in Norway spruce forests of Central Europe using Sentinel-2. International Journal of Applied Earth Observation and Geoinformation, 100:102335.
- Bijou, S., Kupková, L., Potůčková, M., Červená, L., Lysák, J., 2023: Evaluation of the Bark Beetle Green Attack Detectability in Spruce Forest from Multitemporal Multispectral UAV Imagery. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences X-1-W1-2023:1033–1040.
- Brázdil, R., Zahradník, P., Szabó, P., Chromá, K., Dobrovolný, P., Dolák, L. et al., 2022: Meteorological and climatological triggers of notable past and present bark beetle outbreaks in the Czech Republic. Climate of the Past, 18:2155–2180.
- Byers, J. A., 2000: Wind-aided dispersal of simulated bark beetles flying through forests. Ecological Modelling, 125:231–243.
- Doležal, P., Okrouhlík, J., Davídková, M., 2016: Fine fluorescent powder marking study of dispersal in the spruce bark beetle, Ips typographus (Coleoptera: Scolytidae). European Journal of Entomology, 113:1–8.
- Drechsel, J., Forkel, M., 2025: Remote sensing forest health assessment – a comprehensive literature review on a European level. Central European Forestry Journal, 71:14–39.
- Fassnacht, F. E., Latifi, H., Ghosh, A., Joshi, P. K., Koch, B., 2014: Assessing the potential of hyperspectral imagery to map bark beetle-induced tree mortality. Remote Sensing of Environment, 140:533–548.
- Fernandez-Carrillo, A., Patočka, Z., Dobrovolný, L., Franco-Nieto, A., Revilla-Romero, B., 2020: Monitoring Bark Beetle Forest Damage in Central Europe. A Remote Sensing Approach Validated with Field Data. Remote Sensing, 12:3634.
- Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., Moore, R., 2017: Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment, Big Remotely Sensed Data: tools, applications and experiences, 202:18–27.
- Hallas, T., Steyrer, G., Laaha, G., Hoch, G., 2024: Two unprecedented outbreaks of the European spruce bark beetle, Ips typographus L. (Col., Scolytinae) in Austria since 2015: Different causes and different impacts on forests. Central European Forestry Journal, 70:263–274.
- Hanuš, J., Slezák, L., Fabiánek, T., Fajmon, L., Hanousek, T., Janoutová, R. et al., 2023: Flying Laboratory of Imaging Systems: Fusion of Airborne Hyperspectral and Laser Scanning for Ecosystem Research. Remote Sensing, 15:3130.
- Healey, S. P., Cohen, W. B., Zhiqiang, Y., Krankina, O. N., 2005: Comparison of Tasseled Cap-based Land-sat data structures for use in forest disturbance detection. Remote Sensing of Environment, 97:301–310.
- Hlásny, T., Zimová, S., Merganičová, K., Štěpánek, P., Modlinger, R., Turčáni, M., 2021a: Devastating outbreak of bark beetles in the Czech Republic: Drivers, impacts, and management implications. Forest Ecology and Management, 490:119075.
- Hlásny, T., König, L., Krokene, P., Lindner, M., Montagné-Huck, C., Müller, J. et al., 2021b: Bark Beetle Outbreaks in Europe: State of Knowledge and Ways Forward for Management. Current Forestry Reports, 7:138–165.
- Jutras-Perreault, M.-C., Næsset, E., Gobakken, T., Ørka, H. O., 2023: Detecting the presence of standing dead trees using airborne laser scanning and optical data. Scandinavian Journal of Forest Research, 38:208–220.
- Kautz, M., Dworschak, K., Gruppe, A., Schopf, R., 2011: Quantifying spatio-temporal dispersion of bark beetle infestations in epidemic and non-epidemic conditions. Forest Ecology and Management, 262:598–608.
- Khosravipour, A., Skidmore, A. K., Wang, T., Isenburg, M., Khoshelham, K., 2015: Effect of slope on treetop detection using a LiDAR Canopy Height Model. ISPRS Journal of Photogrammetry and Remote Sensing, 104:44–52.
- Kirby, K. J., Watkins, C., 2015: Europe’s changing woods and forests: from wildwood to managed landscapes. CABI, 363 p.
- Kupková, L., Potůčková, M., Lhotáková, Z., Albrechtová, J., 2018: Forest cover and disturbance changes, and their driving forces: A case study in the Ore Mountains, Czechia, heavily affected by anthropogenic acidic pollution in the second half of the 20th century. Environmental Research Letters, 13:095008.
- Kusbach, A., Krejza, J., Homolová, L., Fischer, M., Janoutová, R., Horáček, P., 2025: Productivity of coniferous forests evaluated by remote sensing and field-based models. Environmental Research Letters, 20:024016.
- Lausch, A., Heurich, M., Fahse, L., 2013: Spatio-temporal infestation patterns of Ips typographus (L.) in the Bavarian Forest National Park, Germany. Ecological Indicators, Linking landscape structure and biodiversity, 31:73–81.
- Mildrexler, D. J., Zhao, M., Running, S. W., 2009: Testing a MODIS Global Disturbance Index across North America. Remote Sensing of Environment, 113:2103–2117.
- Montagné-Huck, C., Brunette, M., 2018: Economic analysis of natural forest disturbances: A century of research. Journal of Forest Economics, 32:42–71. Müller, J., Bußler, H., Goßner, M., Rettelbach, T.,
- Duelli, P., 2008: The European spruce bark beetle Ips typographus in a national park: from pest to keystone species. Biodiversity and Conservation, 17:2979–3001.
- Nikolov, Ch., Konôpka, B., Kajba, M., Galko, J., Kunca, A., Janský, L., 2014: Post-disaster Forest Management and Bark Beetle Outbreak in Tatra National Park, Slovakia. Mountain Research and Development, 34:326–335.
- Økland, B., Nikolov, Ch., Krokene, P., Vakula, J., 2016: Transition from windfall- to patch-driven outbreak dynamics of the spruce bark beetle Ips typographus. Forest Ecology and Management, 363:63–73.
- Patacca, M., Lindner, M., Lucas-Borja, M. E., Cordonnier, T., Fidej, G., Gardiner, B. et al., 2023: Significant increase in natural disturbance impacts on European forests since 1950. Global Change Biology, 29:1359–1376.
- Potterf, M., Nikolov, Ch., Kočická, E., Ferenčík, J., Mezei, P., Jakuš, R., 2019: Landscape-level spread of beetle infestations from windthrown- and beetle-killed trees in the non-intervention zone of the Tatra National Park, Slovakia (Central Europe). Forest Ecology and Management, 432:489–500.
- Seidl, R., Schelhaas, M.-J., Lexer, M. J., 2011: Unraveling the drivers of intensifying forest disturbance regimes in Europe. Global Change Biology, 17:2842–2852.
- Seidl, R., Thom, D., Kautz, M., Martin-Benito, D., Peltoniemi, M., Vacchiano, G. et al., 2017: Forest disturbances under climate change. Nature Climate Change, 7:395–402.
- Senf, C., Seidl, R., Hostert, P., 2017: Remote sensing of forest insect disturbances: Current state and future directions. International Journal of Applied Earth Observation and Geoinformation, 60:49–60.
- Senf, C., Seidl, R., 2021: Mapping the forest disturbance regimes of Europe. Nature sustainability, 4:63–70.
- Stadelmann, G., Bugmann, H., Wermelinger, B., Bigler, C., 2014: Spatial interactions between storm damage and subsequent infestations by the European spruce bark beetle. Forest Ecology and Management, 318:167–174.
- Stereńczak, K., Mielcarek, M., Modzelewska, A., Kraszewski, B., Fassnacht, F. E., Hilszczański, J., 2019: Intra-annual Ips typographus outbreak monitoring using a multi-temporal GIS analysis based on hyper-spectral and ALS data in the Białowieża Forests. Forest Ecology and Management, 442:105–116.
- Thom, D., Seidl, R., Steyrer, G., Krehan, H., Formayer, H., 2013: Slow and fast drivers of the natural disturbance regime in Central European forest ecosystems. Forest Ecology and Management, 307:293–302.
- Vrba, P., Beneš, J., Čížek, L., Filippov, P., Faltýnek Fric, Z., Hauck, D. et al., 2024: Bark beetle outbreak and biodiversity in commercial spruce plantations: Responses of four model groups. Forest Ecology and Management, 555:121700.
- Wermelinger, B., 2004: Ecology and management of the spruce bark beetle Ips typographus – a review of recent research. Forest Ecology and Management, 202:67–82.
- Wichmann, L., Ravn, H. P., 2001: The spread of Ips typographus (L.) (Coleoptera, Scolytidae) attacks following heavy windthrow in Denmark, analysed using GIS. Forest Ecology and Management, 148:31–39.
- Zahradník, P., Zahradníková, M., 2019: Salvage felling in the Czech Republic‘s forests during the last twenty years. Central European Forestry Journal, 65:12–20.
- ClimRisk, 2025: Web-based portal to view climatic data for the Czech Republic. Available at https://www.climrisk.eu/mapa-cr/ (accessed 18. 7. 2025).
- Copernicus Service, 2021: Copernicus Sentinel-2 Collection 1 MSI Level-2A. [WWW Document]. Sentinel Online. Available at https://sentinels.copernicus.eu/sentinel-data-access/sentinel-products/sentinel-2-data-products/collection-1-level-2a (accessed 5.5.25).
- Hlásny, T., Krokene, P., Liebhold, A., Montagné-Huck, C., Müller, J., Qin, H. et al., 2019: Living with bark beetles: impacts, outlook and management options. From Science to Policy 8. Report. European Forest Institute, 52 p.
- MZE, 2024: Zpráva o stavu lesa a lesního hospodářství České republiky v roce 2023 (Report on the state of forests and forestry in the Czech Republic in 2023). Ministry of Agriculture of the Czech Republic. Available at https://mze.gov.cz/public/portal/mze/publikace/zprava-o-stavu-lesa-a-lesniho-hospodarstvicr/zprava-o-stavu-lesa-a-lesniho-hospodarstvi-2023 (accessed 2.7.2025). (In Czech).
- Sentinel Hub, 2025: Sentinel Hub Cloud Detector for Sentinel-2 images. Python package s2cloudless [WWW Document]. URL https://github.com/sentinel-hub/sentinel2-cloud-detector (accessed 5.5.25).
